{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# DandelionPolars class\n", "\n", "Much of the functions and utility of the `dandelion.polars` backend revolves around the `DandelionPolars` class object. The class will act as an intermediary object for storage and flexible interaction with other tools. This section will run through a quick primer to the `DandelionPolars` class." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "DandelionPolars Overview\n", "\n", "`DandelionPolars` is the core data container for the `dandelion.polars` backend, replacing the original pandas-based `Dandelion` class. It displays as \"Lazy Dandelion object\" (when `lazy=True`, the default) or \"Dandelion object\" (when `lazy=False`).\n", "\n", "Key changes:\n", "- `data` accepts `pl.LazyFrame`, `pl.DataFrame`, `pd.DataFrame`, or a file path. Pandas DataFrames are automatically converted to Polars on input.\n", "- `lazy=True` (default): `.data` and `.metadata` are stored as `LazyFrame`s with deferred query execution.\n", "- `lazy=False`: stored as eager `DataFrame`s.\n", "\n", "
\n", "\n", "
\n", "\n", "LazyFrame behavior\n", "\n", "When `.data` is backed by a `LazyFrame`:\n", "- `vdj.data.column_name` returns `pl.col(\"column_name\")` (an expression), not a concrete Series.\n", "- To get concrete data, call `vdj.data.collect()` to materialize to a DataFrame.\n", "- Methods like `write_csv` are not available on LazyFrame — you must `.collect()` first.\n", "\n", "```python\n", "vdj.data.collect().write_csv(\"output.tsv\", separator=\"\\t\")\n", "```\n", "\n", "
\n", "\n", "### Backend Conversion\n", "\n", "Here are some additional QoL functions for converting between lazy and eager modes, as well as to pandas if needed. Note that when in lazy mode, `.data` returns a `LazyFrame` and when in eager mode, it returns a `DataFrame`. When converting to pandas, `.data` will return a `pd.DataFrame`.\n", "\n", "```python\n", "vdj.to_pandas()\n", "# vdj.data now returns a pd.DataFrame\n", "\n", "vdj.to_polars(lazy=True)\n", "# vdj.data now returns a DataFrameAccessor wrapping a LazyFrame\n", "\n", "vdj.to_eager()\n", "# vdj.data is now a polars DataFrame (not lazy)\n", "\n", "vdj.to_lazy()\n", "# vdj.data is now a LazyFrame again\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import modules" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dandelion==1.0.0a1.dev36 pandas==2.3.3 numpy==2.3.5 matplotlib==3.10.6 networkx==3.6.1 scipy==1.15.2\n" ] } ], "source": [ "import os\n", "\n", "os.chdir(\"dandelion_tutorial/\")\n", "import dandelion as ddl\n", "\n", "ddl.logging.print_versions()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using PyTorch backend with Apple Metal GPU\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Finding clones based on B cell VDJ chains using junction_aa: 100%|██████████| 1233/1233 [00:01<00:00, 803.50it/s] \n", "Finding clones based on B cell VJ chains using junction_aa: 100%|██████████| 576/576 [00:00<00:00, 769.57it/s]\n" ] }, { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2496 and n_contigs = 5767\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 2351 vertices, layout for 148 vertices\n", " graph: networkx graph of 2351 vertices, networkx graph of 148 vertices " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj = ddl.read_zipddl(\"dandelion_results_simplified.zipddl\")\n", "vdj" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Essentially, the `.data` slot holds the AIRR contig table while the `.metadata` holds a collapsed version that is compatible with combining with `AnnData`'s `.obs` slot. Both slots return lazy Polars expressions and require `.collect()` to retrieve the actual data. You can retrieve these slots like a typical class object; for example, if I want the metadata:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (2_496, 45)
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"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VJ_36_2_3""1286""sc5p_v2_hs_PBMC_10k_b"null"T"nullnull"IGKJ4"null"TGTCAACAATATGACGAACTTCCCGTCACT…null"CQQYDELPVTF"null"IGK"null"IGKV1-33*01,IGKV1D-33*01"null"IGKC"068null"T"nullnull"IGKJ4"null"TGTCAACAATATGACGAACTTCCCGTCACT…null"CQQYDELPVTF"null"IGK"null"IGKV1-33*01,IGKV1D-33*01"null"IGKC"null68.0nullnullnull"Orphan IGK""Orphan VJ"null"Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VDJ_42_3_1_VJ_59_2_1""1983""sc5p_v2_hs_PBMC_10k_b""T""T""IGHD3-22""IGHJ3""IGKJ1""TGTGCGACTACGTATTACTATGATAGTAGT…"TGTCAACAGTATTATAGTTACCCTCGGACG…"CATTYYYDSSGYYQNDAFDIW""CQQYYSYPRTF""IGH""IGK""IGHV1-69*01,IGHV1-69D*01""IGKV1-8*01""IGHM""IGKC"5143"T""T""IGHD3-22""IGHJ3""IGKJ1""TGTGCGACTACGTATTACTATGATAGTAGT…"TGTCAACAGTATTATAGTTACCCTCGGACG…"CATTYYYDSSGYYQNDAFDIW""CQQYYSYPRTF""IGH""IGK""IGHV1-69*01,IGHV1-69D*01""IGKV1-8*01""IGHM""IGKC"51.043.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VDJ_9_1_2_VJ_253_1_1""1406""sc5p_v2_hs_PBMC_10k_b""T""T"null"IGHJ3""IGLJ3""TGTGCGAGAGAGATAGAGGGGGACGGTGTT…"TGTATGATTTGGCACAGCAGCGCTTGGGTG…"CAREIEGDGVFEIW""CMIWHSSAWVV""IGH""IGL""IGHV1-2*02""IGLV5-45*02""IGHM""IGLC3"4790"T""T"null"IGHJ3""IGLJ3""TGTGCGAGAGAGATAGAGGGGGACGGTGTT…"TGTATGATTTGGCACAGCAGCGCTTGGGTG…"CAREIEGDGVFEIW""CMIWHSSAWVV""IGH""IGL""IGHV1-2*02""IGLV5-45*02""IGHM""IGLC3"47.090.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VDJ_246_4_2_VJ_82_1_1""2175""sc5p_v2_hs_PBMC_10k_b""T""T"null"IGHJ3""IGKJ2""TGTGCGAGACATATCCGTGGGAACAGATTT…"TGTCAACAGTATTATAGTTTCCCGTACACT…"CARHIRGNRFGNDAFDIW""CQQYYSFPYTF""IGH""IGK""IGHV5-51*03""IGKV1D-8*01""IGHM""IGKC"8022"T""T"null"IGHJ3""IGKJ2""TGTGCGAGACATATCCGTGGGAACAGATTT…"TGTCAACAGTATTATAGTTTCCCGTACACT…"CARHIRGNRFGNDAFDIW""CQQYYSFPYTF""IGH""IGK""IGHV5-51*03""IGKV1D-8*01""IGHM""IGKC"80.022.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACGGGA…"B_VDJ_217_2_1_VJ_222_2_1""234""sc5p_v2_hs_PBMC_10k_b""T""T""IGHD6-13""IGHJ3""IGLJ2""TGTGCGAGAGTAGGCTATAGAGCAGCAGCT…"TGTAACTCCCGGGACAGCAGTGGTAACCAT…"CARVGYRAAAGTDAFDIW""CNSRDSSGNHVVF""IGH""IGL""IGHV4-4*07""IGLV3-19*01""IGHM""IGLC"1814"T""T""IGHD6-13""IGHJ3""IGLJ2""TGTGCGAGAGTAGGCTATAGAGCAGCAGCT…"TGTAACTCCCGGGACAGCAGTGGTAACCAT…"CARVGYRAAAGTDAFDIW""CNSRDSSGNHVVF""IGH""IGL""IGHV4-4*07""IGLV3-19*01""IGHM""IGLC"18.014.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
………………………………………………………………………………………………………………………
"vdj_v1_hs_pbmc3_b_TTTCCTCAGCGC…"B_VDJ_109_5_5_VJ_98_1_1""1638""vdj_v1_hs_pbmc3_b""T""T""IGHD4-17""IGHJ6""IGKJ2""TGTGCGAAAGCCGCCTACGGTGAGGGGCTC…"TGCATGCAAGGTACACACTGGCCGTACACT…"CAKAAYGEGLRYYYYGMDVW""CMQGTHWPYTF""IGH""IGK""IGHV3-30*18""IGKV2-30*01""IGHM""IGKC"1128"T""T""IGHD4-17""IGHJ6""IGKJ2""TGTGCGAAAGCCGCCTACGGTGAGGGGCTC…"TGCATGCAAGGTACACACTGGCCGTACACT…"CAKAAYGEGLRYYYYGMDVW""CMQGTHWPYTF""IGH""IGK""IGHV3-30*18""IGKV2-30*01""IGHM""IGKC"11.028.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTCCTCAGGGA…"B_VDJ_232_2_1_VJ_39_4_1""238""vdj_v1_hs_pbmc3_b""T""T""IGHD6-13""IGHJ2""IGKJ1""TGTGCGAGACCCCGTATAGCAGGATCTGGG…"TGTCAACAGAGTTACAGTACCCCGTGGACG…"CARPRIAGSGWYFDLW""CQQSYSTPWTF""IGH""IGK""IGHV4-61*12""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"14159"T""T""IGHD6-13""IGHJ2""IGKJ1""TGTGCGAGACCCCGTATAGCAGGATCTGGG…"TGTCAACAGAGTTACAGTACCCCGTGGACG…"CARPRIAGSGWYFDLW""CQQSYSTPWTF""IGH""IGK""IGHV4-61*12""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"14.0159.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTCCTCTCGAC…"B_VDJ_33_5_1_VJ_41_1_1""1887""vdj_v1_hs_pbmc3_b""T""T""IGHD2-15""IGHJ5""IGKJ2""TGTGCGAGAGAGGGATATTGTAGTGGTGGT…"TGTCAACAGAGTTACAGTACCCCTCGGACT…"CAREGYCSGGSCYSPDPNNGWFDPW""CQQSYSTPRTF""IGH""IGK""IGHV1-46*01""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"2835"T""T""IGHD2-15""IGHJ5""IGKJ2""TGTGCGAGAGAGGGATATTGTAGTGGTGGT…"TGTCAACAGAGTTACAGTACCCCTCGGACT…"CAREGYCSGGSCYSPDPNNGWFDPW""CQQSYSTPRTF""IGH""IGK""IGHV1-46*01""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"28.035.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTGCGCCATAC…"B_VDJ_45_4_2_VJ_181_3_1""953""vdj_v1_hs_pbmc3_b""T""T""IGHD2-15""IGHJ6""IGLJ3""TGTGCGAGATCTCTGGATATTGTAGTGGTG…"TGTGCAGCATGGGATGACAGCCTGAGTGGT…"CARSLDIVVVVALYYYYGMDVW""CAAWDDSLSGWVF""IGH""IGL""IGHV1-69*01,IGHV1-69D*01""IGLV1-47*01""IGHM""IGLC3"3228"T""T""IGHD2-15""IGHJ6""IGLJ3""TGTGCGAGATCTCTGGATATTGTAGTGGTG…"TGTGCAGCATGGGATGACAGCCTGAGTGGT…"CARSLDIVVVVALYYYYGMDVW""CAAWDDSLSGWVF""IGH""IGL""IGHV1-69*01,IGHV1-69D*01""IGLV1-47*01""IGHM""IGLC3"32.028.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG…"B_VDJ_94_6_3_VJ_190_1_1""1392""vdj_v1_hs_pbmc3_b""T""T"null"IGHJ4""IGLJ2""TGTGCGGGGAGTCGGTGGTTATATTCTTTT…"TGCTGCTCATATGCAGGCAGCTACACTGTG…"CAGSRWLYSFDYW""CCSYAGSYTVFF""IGH""IGL""IGHV3-23*01,IGHV3-23D*01""IGLV2-11*01""IGHM""IGLC"2236"T""T"null"IGHJ4""IGLJ2""TGTGCGGGGAGTCGGTGGTTATATTCTTTT…"TGCTGCTCATATGCAGGCAGCTACACTGTG…"CAGSRWLYSFDYW""CCSYAGSYTVFF""IGH""IGL""IGHV3-23*01,IGHV3-23D*01""IGLV2-11*01""IGHM""IGLC"22.036.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
" ], "text/plain": [ "shape: (2_496, 45)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ cell_id ┆ clone_id ┆ clone_id_ ┆ sample_id ┆ … ┆ locus_sta ┆ chain_sta ┆ rearrange ┆ rearrang │\n", "│ --- ┆ --- ┆ rank ┆ --- ┆ ┆ tus ┆ tus ┆ ment_stat ┆ ement_st │\n", "│ str ┆ str ┆ --- ┆ str ┆ ┆ --- ┆ --- ┆ us_VDJ ┆ atus_VJ │\n", "│ ┆ ┆ cat ┆ ┆ ┆ str ┆ str ┆ --- ┆ --- │\n", "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ str ┆ str │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ sc5p_v2_h ┆ B_VJ_36_2 ┆ 1286 ┆ sc5p_v2_h ┆ … ┆ Orphan ┆ Orphan VJ ┆ null ┆ Standard │\n", "│ s_PBMC_10 ┆ _3 ┆ ┆ s_PBMC_10 ┆ ┆ IGK ┆ ┆ ┆ │\n", "│ k_b_AAACC ┆ ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_42_ ┆ 1983 ┆ sc5p_v2_h ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ 3_1_VJ_59 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACC ┆ _2_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_9_1 ┆ 1406 ┆ sc5p_v2_h ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ _2_VJ_253 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACC ┆ _1_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_246 ┆ 2175 ┆ sc5p_v2_h ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ _4_2_VJ_8 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACC ┆ 2_1_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_217 ┆ 234 ┆ sc5p_v2_h ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ _2_1_VJ_2 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACG ┆ 22_2_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ GGA… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", "│ vdj_v1_hs ┆ B_VDJ_109 ┆ 1638 ┆ vdj_v1_hs ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ _5_5_VJ_9 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTCCTCAG ┆ 8_1_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ CGC… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_232 ┆ 238 ┆ vdj_v1_hs ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ _2_1_VJ_3 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTCCTCAG ┆ 9_4_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ GGA… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_33_ ┆ 1887 ┆ vdj_v1_hs ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ 5_1_VJ_41 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTCCTCTC ┆ _1_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ GAC… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_45_ ┆ 953 ┆ vdj_v1_hs ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ 4_2_VJ_18 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTGCGCCA ┆ 1_3_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ TAC… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_94_ ┆ 1392 ┆ vdj_v1_hs ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ 6_3_VJ_19 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTGGTTGT ┆ 0_1_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ AGG… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj.metadata.collect()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### slicing\n", "\n", "You can slice the `DandelionPolars` object via the `.data` or `.metadata` via their indices, with the behavior similar to how it is in pandas `DataFrame` and `AnnData`. Since both slots return lazy Polars expressions, you need to call `.collect()` before using standard Polars/pandas indexing operations on them.\n", "\n", "slicing `.data`" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 1 and n_contigs = 2\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 1 vertices, layout for 0 vertices\n", " graph: networkx graph of 1 vertices, networkx graph of 0 vertices " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# get the largest clone\n", "largest_clone = vdj.data.collect()[\"clone_id\"].value_counts()[\"clone_id\"][0]\n", "\n", "vdj[vdj.data.collect()[\"clone_id\"] == largest_clone]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 3 and n_contigs = 5\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 2 vertices, layout for 0 vertices\n", " graph: networkx graph of 2 vertices, networkx graph of 0 vertices " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj[\n", " vdj.data_names.is_in(\n", " [\n", " \"sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG_contig_1\",\n", " \"sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_2\",\n", " \"sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_1\",\n", " \"sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_1\",\n", " \"sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_2\",\n", " ]\n", " )\n", "]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**slicing** `.metadata`" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2336 and n_contigs = 5557\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 2336 vertices, layout for 146 vertices\n", " graph: networkx graph of 2336 vertices, networkx graph of 146 vertices " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj[vdj.metadata.collect()[\"productive_VDJ\"].is_in([\"T\", \"T|T\"])]" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 1 and n_contigs = 2\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 1 vertices, layout for 0 vertices\n", " graph: networkx graph of 1 vertices, networkx graph of 0 vertices " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj[vdj.metadata_names == \"vdj_v1_hs_pbmc3_b_TTTCCTCAGCGCTTAT\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### copy\n", "\n", "You can deep copy the `DandelionPolars` object to another variable which will inherit all slots:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (2_496, 45)
cell_idclone_idclone_id_ranksample_idproductive_VDJproductive_VJd_call_VDJj_call_VDJj_call_VJjunction_VDJjunction_VJjunction_aa_VDJjunction_aa_VJlocus_VDJlocus_VJv_call_VDJv_call_VJc_call_VDJc_call_VJumi_count_VDJumi_count_VJproductive_VDJ_mainproductive_VJ_maind_call_VDJ_mainj_call_VDJ_mainj_call_VJ_mainjunction_VDJ_mainjunction_VJ_mainjunction_aa_VDJ_mainjunction_aa_VJ_mainlocus_VDJ_mainlocus_VJ_mainv_call_genotyped_VDJ_mainv_call_genotyped_VJ_mainc_call_VDJ_mainc_call_VJ_mainumi_count_VDJ_mainumi_count_VJ_mainisotypeisotype_mainisotype_statuslocus_statuschain_statusrearrangement_status_VDJrearrangement_status_VJ
strstrcatstrstrstrstrstrstrstrstrstrstrstrstrstrstrstrstri64i64strstrstrstrstrstrstrstrstrstrstrstrstrstrstrf64f64strstrstrstrstrstrstr
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VJ_36_2_3""1286""sc5p_v2_hs_PBMC_10k_b"null"T"nullnull"IGKJ4"null"TGTCAACAATATGACGAACTTCCCGTCACT…null"CQQYDELPVTF"null"IGK"null"IGKV1-33*01,IGKV1D-33*01"null"IGKC"068null"T"nullnull"IGKJ4"null"TGTCAACAATATGACGAACTTCCCGTCACT…null"CQQYDELPVTF"null"IGK"null"IGKV1-33*01,IGKV1D-33*01"null"IGKC"null68.0nullnullnull"Orphan IGK""Orphan VJ"null"Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VDJ_42_3_1_VJ_59_2_1""1983""sc5p_v2_hs_PBMC_10k_b""T""T""IGHD3-22""IGHJ3""IGKJ1""TGTGCGACTACGTATTACTATGATAGTAGT…"TGTCAACAGTATTATAGTTACCCTCGGACG…"CATTYYYDSSGYYQNDAFDIW""CQQYYSYPRTF""IGH""IGK""IGHV1-69*01,IGHV1-69D*01""IGKV1-8*01""IGHM""IGKC"5143"T""T""IGHD3-22""IGHJ3""IGKJ1""TGTGCGACTACGTATTACTATGATAGTAGT…"TGTCAACAGTATTATAGTTACCCTCGGACG…"CATTYYYDSSGYYQNDAFDIW""CQQYYSYPRTF""IGH""IGK""IGHV1-69*01,IGHV1-69D*01""IGKV1-8*01""IGHM""IGKC"51.043.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VDJ_9_1_2_VJ_253_1_1""1406""sc5p_v2_hs_PBMC_10k_b""T""T"null"IGHJ3""IGLJ3""TGTGCGAGAGAGATAGAGGGGGACGGTGTT…"TGTATGATTTGGCACAGCAGCGCTTGGGTG…"CAREIEGDGVFEIW""CMIWHSSAWVV""IGH""IGL""IGHV1-2*02""IGLV5-45*02""IGHM""IGLC3"4790"T""T"null"IGHJ3""IGLJ3""TGTGCGAGAGAGATAGAGGGGGACGGTGTT…"TGTATGATTTGGCACAGCAGCGCTTGGGTG…"CAREIEGDGVFEIW""CMIWHSSAWVV""IGH""IGL""IGHV1-2*02""IGLV5-45*02""IGHM""IGLC3"47.090.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"B_VDJ_246_4_2_VJ_82_1_1""2175""sc5p_v2_hs_PBMC_10k_b""T""T"null"IGHJ3""IGKJ2""TGTGCGAGACATATCCGTGGGAACAGATTT…"TGTCAACAGTATTATAGTTTCCCGTACACT…"CARHIRGNRFGNDAFDIW""CQQYYSFPYTF""IGH""IGK""IGHV5-51*03""IGKV1D-8*01""IGHM""IGKC"8022"T""T"null"IGHJ3""IGKJ2""TGTGCGAGACATATCCGTGGGAACAGATTT…"TGTCAACAGTATTATAGTTTCCCGTACACT…"CARHIRGNRFGNDAFDIW""CQQYYSFPYTF""IGH""IGK""IGHV5-51*03""IGKV1D-8*01""IGHM""IGKC"80.022.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"sc5p_v2_hs_PBMC_10k_b_AAACGGGA…"B_VDJ_217_2_1_VJ_222_2_1""234""sc5p_v2_hs_PBMC_10k_b""T""T""IGHD6-13""IGHJ3""IGLJ2""TGTGCGAGAGTAGGCTATAGAGCAGCAGCT…"TGTAACTCCCGGGACAGCAGTGGTAACCAT…"CARVGYRAAAGTDAFDIW""CNSRDSSGNHVVF""IGH""IGL""IGHV4-4*07""IGLV3-19*01""IGHM""IGLC"1814"T""T""IGHD6-13""IGHJ3""IGLJ2""TGTGCGAGAGTAGGCTATAGAGCAGCAGCT…"TGTAACTCCCGGGACAGCAGTGGTAACCAT…"CARVGYRAAAGTDAFDIW""CNSRDSSGNHVVF""IGH""IGL""IGHV4-4*07""IGLV3-19*01""IGHM""IGLC"18.014.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
………………………………………………………………………………………………………………………
"vdj_v1_hs_pbmc3_b_TTTCCTCAGCGC…"B_VDJ_109_5_5_VJ_98_1_1""1638""vdj_v1_hs_pbmc3_b""T""T""IGHD4-17""IGHJ6""IGKJ2""TGTGCGAAAGCCGCCTACGGTGAGGGGCTC…"TGCATGCAAGGTACACACTGGCCGTACACT…"CAKAAYGEGLRYYYYGMDVW""CMQGTHWPYTF""IGH""IGK""IGHV3-30*18""IGKV2-30*01""IGHM""IGKC"1128"T""T""IGHD4-17""IGHJ6""IGKJ2""TGTGCGAAAGCCGCCTACGGTGAGGGGCTC…"TGCATGCAAGGTACACACTGGCCGTACACT…"CAKAAYGEGLRYYYYGMDVW""CMQGTHWPYTF""IGH""IGK""IGHV3-30*18""IGKV2-30*01""IGHM""IGKC"11.028.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTCCTCAGGGA…"B_VDJ_232_2_1_VJ_39_4_1""238""vdj_v1_hs_pbmc3_b""T""T""IGHD6-13""IGHJ2""IGKJ1""TGTGCGAGACCCCGTATAGCAGGATCTGGG…"TGTCAACAGAGTTACAGTACCCCGTGGACG…"CARPRIAGSGWYFDLW""CQQSYSTPWTF""IGH""IGK""IGHV4-61*12""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"14159"T""T""IGHD6-13""IGHJ2""IGKJ1""TGTGCGAGACCCCGTATAGCAGGATCTGGG…"TGTCAACAGAGTTACAGTACCCCGTGGACG…"CARPRIAGSGWYFDLW""CQQSYSTPWTF""IGH""IGK""IGHV4-61*12""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"14.0159.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTCCTCTCGAC…"B_VDJ_33_5_1_VJ_41_1_1""1887""vdj_v1_hs_pbmc3_b""T""T""IGHD2-15""IGHJ5""IGKJ2""TGTGCGAGAGAGGGATATTGTAGTGGTGGT…"TGTCAACAGAGTTACAGTACCCCTCGGACT…"CAREGYCSGGSCYSPDPNNGWFDPW""CQQSYSTPRTF""IGH""IGK""IGHV1-46*01""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"2835"T""T""IGHD2-15""IGHJ5""IGKJ2""TGTGCGAGAGAGGGATATTGTAGTGGTGGT…"TGTCAACAGAGTTACAGTACCCCTCGGACT…"CAREGYCSGGSCYSPDPNNGWFDPW""CQQSYSTPRTF""IGH""IGK""IGHV1-46*01""IGKV1-39*01,IGKV1D-39*01""IGHM""IGKC"28.035.0"IgM""IgM""IgM""IGH + IGK""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTGCGCCATAC…"B_VDJ_45_4_2_VJ_181_3_1""953""vdj_v1_hs_pbmc3_b""T""T""IGHD2-15""IGHJ6""IGLJ3""TGTGCGAGATCTCTGGATATTGTAGTGGTG…"TGTGCAGCATGGGATGACAGCCTGAGTGGT…"CARSLDIVVVVALYYYYGMDVW""CAAWDDSLSGWVF""IGH""IGL""IGHV1-69*01,IGHV1-69D*01""IGLV1-47*01""IGHM""IGLC3"3228"T""T""IGHD2-15""IGHJ6""IGLJ3""TGTGCGAGATCTCTGGATATTGTAGTGGTG…"TGTGCAGCATGGGATGACAGCCTGAGTGGT…"CARSLDIVVVVALYYYYGMDVW""CAAWDDSLSGWVF""IGH""IGL""IGHV1-69*01,IGHV1-69D*01""IGLV1-47*01""IGHM""IGLC3"32.028.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
"vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG…"B_VDJ_94_6_3_VJ_190_1_1""1392""vdj_v1_hs_pbmc3_b""T""T"null"IGHJ4""IGLJ2""TGTGCGGGGAGTCGGTGGTTATATTCTTTT…"TGCTGCTCATATGCAGGCAGCTACACTGTG…"CAGSRWLYSFDYW""CCSYAGSYTVFF""IGH""IGL""IGHV3-23*01,IGHV3-23D*01""IGLV2-11*01""IGHM""IGLC"2236"T""T"null"IGHJ4""IGLJ2""TGTGCGGGGAGTCGGTGGTTATATTCTTTT…"TGCTGCTCATATGCAGGCAGCTACACTGTG…"CAGSRWLYSFDYW""CCSYAGSYTVFF""IGH""IGL""IGHV3-23*01,IGHV3-23D*01""IGLV2-11*01""IGHM""IGLC"22.036.0"IgM""IgM""IgM""IGH + IGL""Single pair""Standard""Standard"
" ], "text/plain": [ "shape: (2_496, 45)\n", "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", "│ cell_id ┆ clone_id ┆ clone_id_ ┆ sample_id ┆ … ┆ locus_sta ┆ chain_sta ┆ rearrange ┆ rearrang │\n", "│ --- ┆ --- ┆ rank ┆ --- ┆ ┆ tus ┆ tus ┆ ment_stat ┆ ement_st │\n", "│ str ┆ str ┆ --- ┆ str ┆ ┆ --- ┆ --- ┆ us_VDJ ┆ atus_VJ │\n", "│ ┆ ┆ cat ┆ ┆ ┆ str ┆ str ┆ --- ┆ --- │\n", "│ ┆ ┆ ┆ ┆ ┆ ┆ ┆ str ┆ str │\n", "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", "│ sc5p_v2_h ┆ B_VJ_36_2 ┆ 1286 ┆ sc5p_v2_h ┆ … ┆ Orphan ┆ Orphan VJ ┆ null ┆ Standard │\n", "│ s_PBMC_10 ┆ _3 ┆ ┆ s_PBMC_10 ┆ ┆ IGK ┆ ┆ ┆ │\n", "│ k_b_AAACC ┆ ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_42_ ┆ 1983 ┆ sc5p_v2_h ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ 3_1_VJ_59 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACC ┆ _2_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_9_1 ┆ 1406 ┆ sc5p_v2_h ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ _2_VJ_253 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACC ┆ _1_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_246 ┆ 2175 ┆ sc5p_v2_h ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ _4_2_VJ_8 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACC ┆ 2_1_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ TGT… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ sc5p_v2_h ┆ B_VDJ_217 ┆ 234 ┆ sc5p_v2_h ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ s_PBMC_10 ┆ _2_1_VJ_2 ┆ ┆ s_PBMC_10 ┆ ┆ ┆ pair ┆ ┆ │\n", "│ k_b_AAACG ┆ 22_2_1 ┆ ┆ k_b ┆ ┆ ┆ ┆ ┆ │\n", "│ GGA… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", "│ vdj_v1_hs ┆ B_VDJ_109 ┆ 1638 ┆ vdj_v1_hs ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ _5_5_VJ_9 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTCCTCAG ┆ 8_1_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ CGC… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_232 ┆ 238 ┆ vdj_v1_hs ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ _2_1_VJ_3 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTCCTCAG ┆ 9_4_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ GGA… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_33_ ┆ 1887 ┆ vdj_v1_hs ┆ … ┆ IGH + IGK ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ 5_1_VJ_41 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTCCTCTC ┆ _1_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ GAC… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_45_ ┆ 953 ┆ vdj_v1_hs ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ 4_2_VJ_18 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTGCGCCA ┆ 1_3_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ TAC… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ vdj_v1_hs ┆ B_VDJ_94_ ┆ 1392 ┆ vdj_v1_hs ┆ … ┆ IGH + IGL ┆ Single ┆ Standard ┆ Standard │\n", "│ _pbmc3_b_ ┆ 6_3_VJ_19 ┆ ┆ _pbmc3_b ┆ ┆ ┆ pair ┆ ┆ │\n", "│ TTTGGTTGT ┆ 0_1_1 ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "│ AGG… ┆ ┆ ┆ ┆ ┆ ┆ ┆ ┆ │\n", "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj2 = vdj.copy()\n", "vdj2.metadata.collect()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Retrieving entries with `update_metadata`\n", "\n", "The `.metadata` slot in `DandelionPolars` class automatically initializes whenever the `.data` slot is filled. However, it only returns a standard number of columns that are pre-specified. To retrieve other columns from the `.data` slot, we can update the metadata with `ddl.update_metadata` and specify the options `retrieve` and `retrieve_mode`. \n", "\n", "The following modes determine how the retrieval is completed:\n", "\n", "`split and unique only` - splits the retrieval into VDJ and VJ chains. A `|` will separate _**unique**_ element.\n", "\n", "`split and merge` - splits the retrieval into VDJ and VJ chains. A `|` will separate _**every**_ element.\n", "\n", "`merge and unique only` - smiliar to above but merged into a single column.\n", "\n", "`split` - split retrieval into _**individual**_ columns for each contig.\n", "\n", "`merge` - merge retrieval into a _**single**_ column where a `|` will separate _**every**_ element." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For numerical columns, there's additional options:\n", "\n", "`split and sum` - splits the retrieval into VDJ and VJ chains and sum separately.\n", "\n", "`split and average` - smiliar to above but average instead of sum.\n", "\n", "`sum` - sum the retrievals into a single column.\n", "\n", "`average` - averages the retrievals into a single column.\n", "\n", "If `retrieve_mode` is not specified, it will default to `split and merge`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***Example: retrieving fwr1 sequences***" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2496 and n_contigs = 5767\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ, fwr1_VDJ, fwr1_VJ\n", " layout: layout for 2351 vertices, layout for 148 vertices\n", " graph: networkx graph of 2351 vertices, networkx graph of 148 vertices " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj.update_metadata(retrieve=\"fwr1\")\n", "vdj" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note the additional `fwr1` VDJ and VJ columns in the metadata slot." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, dandelion will not try to merge numerical columns as it can create mixed dtype columns." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is a new sub-function that will try and retrieve frequently used columns such as `np1_length`, `np2_length`:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2496 and n_contigs = 5767\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ, fwr1_VDJ, fwr1_VJ, mu_count_VDJ, mu_count_VJ, mu_count, junction_length_VDJ, junction_length_VJ, junction_aa_length_VDJ, junction_aa_length_VJ, np1_length_VDJ, np1_length_VJ, np2_length_VDJ, np2_length_VJ\n", " layout: layout for 2351 vertices, layout for 148 vertices\n", " graph: networkx graph of 2351 vertices, networkx graph of 148 vertices " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj.update_plus()\n", "vdj" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Renaming barcodes\n", "\n", "You can now use a simple function to rename the barcodes (both sequence and cell ids at the same time). This is useful for when you want to rename the barcodes to a more meaningful name. This only works on the indices that were initially used to create the `DandelionPolars` object. So if you have run the function once already, it doesn't continuously add the prefix/suffix to the new indices. It just updates based on the original indices." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape: (5_767, 2)\n", "┌─────────────────────────────────┬─────────────────────────────────┐\n", "│ sequence_id ┆ cell_id │\n", "│ --- ┆ --- │\n", "│ str ┆ str │\n", "╞═════════════════════════════════╪═════════════════════════════════╡\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… │\n", "│ … ┆ … │\n", "│ vdj_v1_hs_pbmc3_b_TTTCCTCTCGAC… ┆ vdj_v1_hs_pbmc3_b_TTTCCTCTCGAC… │\n", "│ vdj_v1_hs_pbmc3_b_TTTGCGCCATAC… ┆ vdj_v1_hs_pbmc3_b_TTTGCGCCATAC… │\n", "│ vdj_v1_hs_pbmc3_b_TTTGCGCCATAC… ┆ vdj_v1_hs_pbmc3_b_TTTGCGCCATAC… │\n", "│ vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG… ┆ vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG… │\n", "│ vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG… ┆ vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG… │\n", "└─────────────────────────────────┴─────────────────────────────────┘\n", "shape: (2_496,)\n", "Series: 'cell_id' [str]\n", "[\n", "\t\"sc5p_v2_hs_PBMC_10k_b_GACGTGCT…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_CTAACTTA…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_GGGCATCA…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_GGGTTGCG…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_GTACTCCG…\n", "\t…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AGTGTCAC…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AACTGGTT…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AGTGTCAC…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_CCACGGAA…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_CGACCTTG…\n", "]\n" ] }, { "data": { "text/plain": [ "(None, None)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(vdj.data.collect()[[\"sequence_id\", \"cell_id\"]]), print(vdj.metadata_names)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape: (5_767, 2)\n", "┌─────────────────────────────────┬─────────────────────────────────┐\n", "│ sequence_id ┆ cell_id │\n", "│ --- ┆ --- │\n", "│ str ┆ str │\n", "╞═════════════════════════════════╪═════════════════════════════════╡\n", "│ test-sc5p_v2_hs_PBMC_10k_b_AAA… ┆ test-sc5p_v2_hs_PBMC_10k_b_AAA… │\n", "│ test-sc5p_v2_hs_PBMC_10k_b_AAA… ┆ test-sc5p_v2_hs_PBMC_10k_b_AAA… │\n", "│ test-sc5p_v2_hs_PBMC_10k_b_AAA… ┆ test-sc5p_v2_hs_PBMC_10k_b_AAA… │\n", "│ test-sc5p_v2_hs_PBMC_10k_b_AAA… ┆ test-sc5p_v2_hs_PBMC_10k_b_AAA… │\n", "│ test-sc5p_v2_hs_PBMC_10k_b_AAA… ┆ test-sc5p_v2_hs_PBMC_10k_b_AAA… │\n", "│ … ┆ … │\n", "│ test-vdj_v1_hs_pbmc3_b_TTTCCTC… ┆ test-vdj_v1_hs_pbmc3_b_TTTCCTC… │\n", "│ test-vdj_v1_hs_pbmc3_b_TTTGCGC… ┆ test-vdj_v1_hs_pbmc3_b_TTTGCGC… │\n", "│ test-vdj_v1_hs_pbmc3_b_TTTGCGC… ┆ test-vdj_v1_hs_pbmc3_b_TTTGCGC… │\n", "│ test-vdj_v1_hs_pbmc3_b_TTTGGTT… ┆ test-vdj_v1_hs_pbmc3_b_TTTGGTT… │\n", "│ test-vdj_v1_hs_pbmc3_b_TTTGGTT… ┆ test-vdj_v1_hs_pbmc3_b_TTTGGTT… │\n", "└─────────────────────────────────┴─────────────────────────────────┘\n", "shape: (2_496,)\n", "Series: 'cell_id' [str]\n", "[\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTCCTC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTCCTC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTCCTC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTGCGC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTGGTT…\n", "]\n" ] }, { "data": { "text/plain": [ "(None, None)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# let's add a 'test-' as a prefix. There's also the suffix option\n", "vdj.add_sequence_prefix(\"test\", sep=\"-\")\n", "print(vdj.data.collect()[[\"sequence_id\", \"cell_id\"]]), print(vdj.metadata_names)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "2496" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(vdj._original_cell_ids.unique())" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (2_496,)
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"test-sc5p_v2_hs_PBMC_10k_b_AAA…
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"test-sc5p_v2_hs_PBMC_10k_b_AAA…
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"test-vdj_v1_hs_pbmc3_b_TTTCCTC…
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"test-vdj_v1_hs_pbmc3_b_TTTCCTC…
"test-vdj_v1_hs_pbmc3_b_TTTGCGC…
"test-vdj_v1_hs_pbmc3_b_TTTGGTT…
" ], "text/plain": [ "shape: (2_496,)\n", "Series: 'cell_id' [str]\n", "[\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t\"test-sc5p_v2_hs_PBMC_10k_b_AAA…\n", "\t…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTCCTC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTCCTC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTCCTC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTGCGC…\n", "\t\"test-vdj_v1_hs_pbmc3_b_TTTGGTT…\n", "]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj.metadata_names" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…
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"vdj_v1_hs_pbmc3_b_TTTCCTCTCGAC…
"vdj_v1_hs_pbmc3_b_TTTGCGCCATAC…
"vdj_v1_hs_pbmc3_b_TTTGCGCCATAC…
"vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG…
"vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG…
" ], "text/plain": [ "shape: (5_767,)\n", "Series: 'cell_id' [str]\n", "[\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…\n", "\t\"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…\n", "\t…\n", "\t\"vdj_v1_hs_pbmc3_b_TTTCCTCTCGAC…\n", "\t\"vdj_v1_hs_pbmc3_b_TTTGCGCCATAC…\n", "\t\"vdj_v1_hs_pbmc3_b_TTTGCGCCATAC…\n", "\t\"vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG…\n", "\t\"vdj_v1_hs_pbmc3_b_TTTGGTTGTAGG…\n", "]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj._original_cell_ids" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape: (5_767, 2)\n", "┌─────────────────────────────────┬─────────────────────────────────┐\n", "│ sequence_id ┆ cell_id │\n", "│ --- ┆ --- │\n", "│ str ┆ str │\n", "╞═════════════════════════════════╪═════════════════════════════════╡\n", "│ test2_sc5p_v2_hs_PBMC_10k_b_AA… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ test2_sc5p_v2_hs_PBMC_10k_b_AA… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ test2_sc5p_v2_hs_PBMC_10k_b_AA… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ test2_sc5p_v2_hs_PBMC_10k_b_AA… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ test2_sc5p_v2_hs_PBMC_10k_b_AA… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ … ┆ … │\n", "│ test2_vdj_v1_hs_pbmc3_b_TTTCCT… ┆ test2_vdj_v1_hs_pbmc3_b_TTTCCT… │\n", "│ test2_vdj_v1_hs_pbmc3_b_TTTGCG… ┆ test2_vdj_v1_hs_pbmc3_b_TTTGCG… │\n", "│ test2_vdj_v1_hs_pbmc3_b_TTTGCG… ┆ test2_vdj_v1_hs_pbmc3_b_TTTGCG… │\n", "│ test2_vdj_v1_hs_pbmc3_b_TTTGGT… ┆ test2_vdj_v1_hs_pbmc3_b_TTTGGT… │\n", "│ test2_vdj_v1_hs_pbmc3_b_TTTGGT… ┆ test2_vdj_v1_hs_pbmc3_b_TTTGGT… │\n", "└─────────────────────────────────┴─────────────────────────────────┘\n", "shape: (2_496,)\n", "Series: 'cell_id' [str]\n", "[\n", "\t\"test2_sc5p_v2_hs_PBMC_10k_b_AA…\n", "\t\"test2_sc5p_v2_hs_PBMC_10k_b_AA…\n", "\t\"test2_sc5p_v2_hs_PBMC_10k_b_AA…\n", "\t\"test2_sc5p_v2_hs_PBMC_10k_b_AA…\n", "\t\"test2_sc5p_v2_hs_PBMC_10k_b_AA…\n", "\t…\n", "\t\"test2_vdj_v1_hs_pbmc3_b_TTTCCT…\n", "\t\"test2_vdj_v1_hs_pbmc3_b_TTTCCT…\n", "\t\"test2_vdj_v1_hs_pbmc3_b_TTTCCT…\n", "\t\"test2_vdj_v1_hs_pbmc3_b_TTTGCG…\n", "\t\"test2_vdj_v1_hs_pbmc3_b_TTTGGT…\n", "]\n" ] }, { "data": { "text/plain": [ "(None, None)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# same functionality as above\n", "vdj.add_cell_prefix(\"test2\", sep=\"_\")\n", "print(vdj.data.collect()[[\"sequence_id\", \"cell_id\"]]), print(vdj.metadata_names)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simplifying the V/DJ/C call annotations\n", "\n", "Sometimes the V/DJ/C call annotations can be quite verbose. You can simplify them with the `.simplify()` function. This function will remove the `,` and only keep the first element of the call, as well as stripping alleles. This is useful for when you want to simplify the V/DJ/C calls for plotting purposes." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(shape: (5_767, 2)\n", " ┌──────────────────────────┬────────────────────────────┐\n", " │ v_call ┆ j_call │\n", " │ --- ┆ --- │\n", " │ str ┆ str │\n", " ╞══════════════════════════╪════════════════════════════╡\n", " │ IGKV1-33*01,IGKV1D-33*01 ┆ IGKJ4*01 │\n", " │ IGHV1-69*01,IGHV1-69D*01 ┆ IGHJ3*02 │\n", " │ IGKV1-8*01 ┆ IGKJ1*01 │\n", " │ IGLV5-45*02 ┆ IGLJ3*02 │\n", " │ IGHV1-2*02 ┆ IGHJ3*02 │\n", " │ … ┆ … │\n", " │ IGHV1-46*01 ┆ IGHJ5*02 │\n", " │ IGHV1-69*01,IGHV1-69D*01 ┆ IGHJ6*02 │\n", " │ IGLV1-47*01 ┆ IGLJ3*02 │\n", " │ IGLV2-11*01 ┆ IGLJ2*01,IGLJ3*01,IGLJ3*02 │\n", " │ IGHV3-23*01,IGHV3-23D*01 ┆ IGHJ4*02 │\n", " └──────────────────────────┴────────────────────────────┘,\n", " shape: (2_496, 2)\n", " ┌──────────────────────────┬────────────┐\n", " │ v_call_VDJ ┆ j_call_VDJ │\n", " │ --- ┆ --- │\n", " │ str ┆ str │\n", " ╞══════════════════════════╪════════════╡\n", " │ null ┆ null │\n", " │ IGHV1-69*01,IGHV1-69D*01 ┆ IGHJ3 │\n", " │ IGHV1-2*02 ┆ IGHJ3 │\n", " │ IGHV5-51*03 ┆ IGHJ3 │\n", " │ IGHV4-4*07 ┆ IGHJ3 │\n", " │ … ┆ … │\n", " │ IGHV3-30*18 ┆ IGHJ6 │\n", " │ IGHV4-61*12 ┆ IGHJ2 │\n", " │ IGHV1-46*01 ┆ IGHJ5 │\n", " │ IGHV1-69*01,IGHV1-69D*01 ┆ IGHJ6 │\n", " │ IGHV3-23*01,IGHV3-23D*01 ┆ IGHJ4 │\n", " └──────────────────────────┴────────────┘)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(\n", " vdj.data.collect()[[\"v_call\", \"j_call\"]],\n", " vdj.metadata.collect()[[\"v_call_VDJ\", \"j_call_VDJ\"]],\n", ")" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(shape: (5_767, 2)\n", " ┌──────────┬────────┐\n", " │ v_call ┆ j_call │\n", " │ --- ┆ --- │\n", " │ str ┆ str │\n", " ╞══════════╪════════╡\n", " │ IGKV1-33 ┆ IGKJ4 │\n", " │ IGHV1-69 ┆ IGHJ3 │\n", " │ IGKV1-8 ┆ IGKJ1 │\n", " │ IGLV5-45 ┆ IGLJ3 │\n", " │ IGHV1-2 ┆ IGHJ3 │\n", " │ … ┆ … │\n", " │ IGHV1-46 ┆ IGHJ5 │\n", " │ IGHV1-69 ┆ IGHJ6 │\n", " │ IGLV1-47 ┆ IGLJ3 │\n", " │ IGLV2-11 ┆ IGLJ2 │\n", " │ IGHV3-23 ┆ IGHJ4 │\n", " └──────────┴────────┘,\n", " shape: (2_496, 2)\n", " ┌────────────┬────────────┐\n", " │ v_call_VDJ ┆ j_call_VDJ │\n", " │ --- ┆ --- │\n", " │ str ┆ str │\n", " ╞════════════╪════════════╡\n", " │ null ┆ null │\n", " │ IGHV1-69 ┆ IGHJ3 │\n", " │ IGHV1-2 ┆ IGHJ3 │\n", " │ IGHV5-51 ┆ IGHJ3 │\n", " │ IGHV4-4 ┆ IGHJ3 │\n", " │ … ┆ … │\n", " │ IGHV3-30 ┆ IGHJ6 │\n", " │ IGHV4-61 ┆ IGHJ2 │\n", " │ IGHV1-46 ┆ IGHJ5 │\n", " │ IGHV1-69 ┆ IGHJ6 │\n", " │ IGHV3-23 ┆ IGHJ4 │\n", " └────────────┴────────────┘)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# after\n", "vdj.simplify()\n", "(\n", " vdj.data.collect()[[\"v_call\", \"j_call\"]],\n", " vdj.metadata.collect()[[\"v_call_VDJ\", \"j_call_VDJ\"]],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### concatenating multiple objects\n", "\n", "This is a simple function to concatenate (append) two or more `DandelionPolars` class, or `pandas` dataframes. Note that this operates on the `.data` slot and not the `.metadata` slot." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2496 and n_contigs = 5767\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 2351 vertices, layout for 148 vertices\n", " graph: networkx graph of 2351 vertices, networkx graph of 148 vertices " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2496 and n_contigs = 17301\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# just simple concatenation x 3. check the difference between the cell and contig numbers between this object and just vdj\n", "vdj_concat = ddl.tl.concat([vdj, vdj, vdj])\n", "vdj_concat" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (5, 2)
sequence_idcell_id
strstr
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"test2_sc5p_v2_hs_PBMC_10k_b_AA…
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"test2_sc5p_v2_hs_PBMC_10k_b_AA…
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"test2_sc5p_v2_hs_PBMC_10k_b_AA…
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"test2_sc5p_v2_hs_PBMC_10k_b_AA…
"sc5p_v2_hs_PBMC_10k_b_AAACCTGT…"test2_sc5p_v2_hs_PBMC_10k_b_AA…
" ], "text/plain": [ "shape: (5, 2)\n", "┌─────────────────────────────────┬─────────────────────────────────┐\n", "│ sequence_id ┆ cell_id │\n", "│ --- ┆ --- │\n", "│ str ┆ str │\n", "╞═════════════════════════════════╪═════════════════════════════════╡\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "│ sc5p_v2_hs_PBMC_10k_b_AAACCTGT… ┆ test2_sc5p_v2_hs_PBMC_10k_b_AA… │\n", "└─────────────────────────────────┴─────────────────────────────────┘" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj_concat.data.collect()[[\"sequence_id\", \"cell_id\"]].head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`ddl.concat` also lets you add in your custom prefixes/suffixes to append to the sequence ids. If not provided, it will add `-0`, `-1` etc. as a suffix if it detects that the sequence ids are not unique as seen above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### read/write\n", "\n", "`DandelionPolars` supports multiple read/write formats. The primary format is `.zipddl`, which stores data as Parquet blobs inside a Zarr v3 ZipStore container with optional Blosc/Zstd compression. The legacy `.h5ddl` is still supported.\n", "\n", "\n", "\n", "
\n", "\n", "| Format / Input | Read | Write | Notes |\n", "|---|---|---|---|\n", "| `.zipddl` | `read()` / `read_ddl()` / `read_zipddl()` | `.write()` / `.write_ddl()` / `.write_zipddl()` | Default format (Parquet + Zarr v3 + HDF5 hybrid). Use for all new workflows. Preserves all slots (data, metadata, distances, graph, layout, germline) with Blosc/Zstd compression (`compress=True`) by default. |\n", "| `.h5ddl` | `read_h5ddl()` | `.write_h5ddl()` | Legacy HDF5 format. Use only when interoperating with files saved by the base `Dandelion` backend. A companion `.zarr` file (same stem) is picked up automatically for distances on read. |\n", "| `.tsv` (AIRR) | `read_airr()` | `.write_airr()` | Use for standard AIRR-compliant files, including dandelion's own preprocessing output (`all_contig_dandelion.tsv`). Write exports the contig table only, metadata, graph, and distances are not included. |\n", "| `.tsv` (Cell Ranger ≥ V4) | `read_10x_airr()` | — | Use only for tab-separated AIRR rearrangement table shipped by Cell Ranger (`airr_rearrangement.tsv`). For all other AIRR files use `read_airr()`. |\n", "| folder / `.csv` / `.json` / DataFrame (10x / SeekGene) | `read_10x_vdj()` / `read_seekgene_vdj()` | `.write_vdj()` / `.write_10x()` | Use when starting directly from CellRanger output without prior dandelion preprocessing. Accepts a folder, file path, or DataFrame; merges extra fields from a companion `.json` or `.fasta` automatically. `read_seekgene_vdj` strips the `_10x` suffix from column names. |\n", "| `.tsv` (BD Rhapsody) | `read_bd_airr()` | — | Use for tab-separated AIRR table (`_AIRR.tsv`) from BD Rhapsody. |\n", "| `.tsv` (Parse Biosciences) | `read_parse_airr()` | — | Use for tab-separated annotation table (`_annotation_airr.tsv`) from Parse Biosciences Evercode. Parse-specific column names (`cell_barcode`, `transcript_count`, `cdr3`, etc.) are renamed to AIRR equivalents on read. |\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 713 ms, sys: 198 ms, total: 911 ms\n", "Wall time: 968 ms\n" ] } ], "source": [ "%time vdj.write_zipddl('dandelion_results_test.zipddl')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you see any warnings above, it's due to mix dtypes somewhere in the object. So do some checking if you think it will interfere with downstream usage." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 246 ms, sys: 79.8 ms, total: 326 ms\n", "Wall time: 352 ms\n" ] }, { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2496 and n_contigs = 5767\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 2351 vertices, layout for 148 vertices\n", " graph: networkx graph of 2351 vertices, networkx graph of 148 vertices " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%time vdj_1 = ddl.read_zipddl('dandelion_results_test.zipddl')\n", "vdj_1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The legacy `.write_h5ddl` / `read_h5ddl` format is still supported and accepts compression options such as `\"gzip\"`." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5.37 s, sys: 202 ms, total: 5.57 s\n", "Wall time: 5.75 s\n" ] } ], "source": [ "%time vdj.write_h5ddl('dandelion_results_test.h5ddl', compression=\"gzip\")" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 584 ms, sys: 76 ms, total: 660 ms\n", "Wall time: 728 ms\n" ] }, { "data": { "text/plain": [ "Lazy Dandelion object with n_obs = 2496 and n_contigs = 5767\n", " data: sequence_id, sequence, rev_comp, productive, v_call, d_call, j_call, sequence_alignment, germline_alignment, junction, junction_aa, v_cigar, d_cigar, j_cigar, stop_codon, vj_in_frame, locus, junction_length, np1_length, np2_length, v_sequence_start, v_sequence_end, v_germline_start, v_germline_end, d_sequence_start, d_sequence_end, d_germline_start, d_germline_end, j_sequence_start, j_sequence_end, j_germline_start, j_germline_end, v_score, v_identity, v_support, d_score, d_identity, d_support, j_score, j_identity, j_support, fwr1, fwr2, fwr3, fwr4, cdr1, cdr2, cdr3, cell_id, consensus_count, umi_count, v_call_10x, d_call_10x, j_call_10x, junction_10x, junction_10x_aa, j_call_blastn, j_identity_blastn, j_alignment_length_blastn, j_number_of_mismatches_blastn, j_number_of_gap_openings_blastn, j_sequence_start_blastn, j_sequence_end_blastn, j_germline_start_blastn, j_germline_end_blastn, j_support_blastn, j_score_blastn, j_sequence_alignment_blastn, j_germline_alignment_blastn, j_call_igblastn, j_source, j_support_igblastn, j_score_igblastn, d_call_blastn, d_identity_blastn, d_alignment_length_blastn, d_number_of_mismatches_blastn, d_number_of_gap_openings_blastn, d_sequence_start_blastn, d_sequence_end_blastn, d_germline_start_blastn, d_germline_end_blastn, d_support_blastn, d_score_blastn, d_sequence_alignment_blastn, d_germline_alignment_blastn, d_call_igblastn, d_source, d_support_igblastn, d_score_igblastn, v_call_genotyped, germline_alignment_d_mask, sample_id, c_call, c_sequence_alignment, c_germline_alignment, c_sequence_start, c_sequence_end, c_score, c_identity, c_call_10x, junction_aa_length, fwr1_aa, fwr2_aa, fwr3_aa, fwr4_aa, cdr1_aa, cdr2_aa, cdr3_aa, sequence_alignment_aa, v_sequence_alignment_aa, d_sequence_alignment_aa, j_sequence_alignment_aa, complete_vdj, j_call_multimappers, j_call_multiplicity, j_call_sequence_start_multimappers, j_call_sequence_end_multimappers, j_call_support_multimappers, mu_count, extra, ambiguous, rearrangement_status, clone_id\n", " metadata: cell_id, clone_id, clone_id_rank, sample_id, productive_VDJ, productive_VJ, d_call_VDJ, j_call_VDJ, j_call_VJ, junction_VDJ, junction_VJ, junction_aa_VDJ, junction_aa_VJ, locus_VDJ, locus_VJ, v_call_VDJ, v_call_VJ, c_call_VDJ, c_call_VJ, umi_count_VDJ, umi_count_VJ, productive_VDJ_main, productive_VJ_main, d_call_VDJ_main, j_call_VDJ_main, j_call_VJ_main, junction_VDJ_main, junction_VJ_main, junction_aa_VDJ_main, junction_aa_VJ_main, locus_VDJ_main, locus_VJ_main, v_call_genotyped_VDJ_main, v_call_genotyped_VJ_main, c_call_VDJ_main, c_call_VJ_main, umi_count_VDJ_main, umi_count_VJ_main, isotype, isotype_main, isotype_status, locus_status, chain_status, rearrangement_status_VDJ, rearrangement_status_VJ\n", " layout: layout for 2351 vertices, layout for 148 vertices\n", " graph: networkx graph of 2351 vertices, networkx graph of 148 vertices " ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%time vdj_2 = ddl.read_h5ddl('dandelion_results_test.h5ddl')\n", "vdj_2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There's also other types of writing functions such as `.write_airr` and `.write_10x`, which will write the object to a `.tsv` or `.csv` file that is compatible with `airr` and `10x` formats respectively. The use case for `.write_10x` is e.g. if you want to reannotate your VDJ data using the preprocessing workflow but your data is not actually from 10x's platform. Note that `.write_10x` only writes the contig table and fasta files and does not include metadata, graph, or distances." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "application/vnd.microsoft.datawrangler.viewer.v0+json": { "columns": [ { "name": "index", "rawType": "int64", "type": "integer" }, { "name": "sequence_id", "rawType": "object", "type": "string" }, { "name": "sequence", "rawType": "object", "type": "string" }, { "name": "rev_comp", "rawType": "object", "type": "string" }, { "name": "productive", "rawType": "object", "type": "string" }, { "name": "v_call", "rawType": "object", "type": "string" }, { "name": "d_call", "rawType": "object", "type": "unknown" }, { "name": "j_call", "rawType": "object", "type": "string" }, { "name": "sequence_alignment", "rawType": "object", "type": "string" }, { "name": "germline_alignment", "rawType": "object", "type": "string" }, { "name": "junction", "rawType": "object", "type": "string" }, { "name": "junction_aa", "rawType": "object", "type": "string" }, { "name": "v_cigar", "rawType": "object", "type": "string" }, { "name": "d_cigar", "rawType": "object", "type": "unknown" }, { "name": "j_cigar", "rawType": "object", "type": "string" }, { "name": "stop_codon", "rawType": "object", "type": "string" }, { "name": "vj_in_frame", "rawType": "object", "type": "string" }, { "name": "locus", "rawType": "object", "type": "string" }, { "name": "junction_length", "rawType": "int64", "type": "integer" }, { "name": "np1_length", "rawType": "int64", "type": "integer" }, { "name": "np2_length", "rawType": "float64", "type": "float" }, { "name": "v_sequence_start", "rawType": "int64", "type": "integer" }, { "name": "v_sequence_end", "rawType": "int64", "type": "integer" }, { "name": "v_germline_start", "rawType": "int64", "type": "integer" }, { "name": "v_germline_end", "rawType": "int64", "type": "integer" }, { "name": "d_sequence_start", "rawType": "float64", "type": "float" }, { "name": "d_sequence_end", "rawType": "float64", "type": "float" }, { "name": "d_germline_start", "rawType": "float64", "type": "float" }, { "name": "d_germline_end", "rawType": "float64", "type": "float" }, { "name": "j_sequence_start", "rawType": "int64", "type": "integer" }, { "name": "j_sequence_end", "rawType": "int64", "type": "integer" }, { "name": "j_germline_start", "rawType": "int64", "type": "integer" }, { "name": "j_germline_end", "rawType": "int64", "type": "integer" }, { "name": "v_score", "rawType": "float64", "type": "float" }, { "name": "v_identity", "rawType": "float64", "type": "float" }, { "name": "v_support", "rawType": "float64", "type": "float" }, { "name": "d_score", "rawType": "float64", "type": "float" }, { "name": "d_identity", "rawType": "float64", "type": "float" }, { "name": "d_support", "rawType": "float64", "type": "float" }, { "name": "j_score", "rawType": "float64", "type": "float" }, { "name": "j_identity", "rawType": "float64", "type": "float" }, { "name": "j_support", "rawType": "float64", "type": "float" }, { "name": "fwr1", "rawType": "object", "type": "string" }, { "name": "fwr2", "rawType": "object", "type": "string" }, { "name": "fwr3", "rawType": "object", "type": "string" }, { "name": "fwr4", "rawType": "object", "type": "string" }, { "name": "cdr1", "rawType": "object", "type": "string" }, { "name": "cdr2", "rawType": "object", "type": "string" }, { "name": "cdr3", "rawType": "object", "type": "string" }, { "name": "cell_id", "rawType": "object", "type": "string" }, { "name": "consensus_count", "rawType": "int64", "type": "integer" }, { "name": "umi_count", "rawType": "int64", "type": "integer" }, { "name": "v_call_10x", "rawType": "object", "type": "unknown" }, { "name": "d_call_10x", "rawType": "object", "type": "unknown" }, { "name": "j_call_10x", "rawType": "object", "type": "unknown" }, { "name": "junction_10x", "rawType": "object", "type": "unknown" }, { "name": "junction_10x_aa", "rawType": "object", "type": "unknown" }, { "name": "j_call_blastn", "rawType": "object", "type": "unknown" }, { "name": "j_identity_blastn", "rawType": "float64", "type": "float" }, { "name": "j_alignment_length_blastn", "rawType": "float64", "type": "float" }, { "name": "j_number_of_mismatches_blastn", "rawType": "float64", "type": "float" }, { "name": "j_number_of_gap_openings_blastn", "rawType": "float64", "type": "float" }, { "name": "j_sequence_start_blastn", "rawType": "float64", "type": "float" }, { "name": "j_sequence_end_blastn", "rawType": "float64", "type": "float" }, { "name": "j_germline_start_blastn", "rawType": "float64", "type": "float" }, { "name": "j_germline_end_blastn", "rawType": "float64", "type": "float" }, { "name": "j_support_blastn", "rawType": "float64", "type": "float" }, { "name": "j_score_blastn", "rawType": "float64", "type": "float" }, { "name": "j_sequence_alignment_blastn", "rawType": "object", "type": "unknown" }, { "name": "j_germline_alignment_blastn", "rawType": "object", "type": "unknown" }, { "name": "j_call_igblastn", "rawType": "object", "type": "string" }, { "name": "j_source", "rawType": "float64", "type": "float" }, { "name": "j_support_igblastn", "rawType": "float64", "type": "float" }, { "name": "j_score_igblastn", "rawType": "float64", "type": "float" }, { "name": "d_call_blastn", "rawType": "object", "type": "unknown" }, { "name": "d_identity_blastn", "rawType": "float64", "type": "float" }, { "name": "d_alignment_length_blastn", "rawType": "float64", "type": "float" }, { "name": "d_number_of_mismatches_blastn", "rawType": "float64", "type": "float" }, { "name": "d_number_of_gap_openings_blastn", "rawType": "float64", "type": "float" }, { "name": "d_sequence_start_blastn", "rawType": "float64", "type": "float" }, { "name": "d_sequence_end_blastn", "rawType": "float64", "type": "float" }, { "name": "d_germline_start_blastn", "rawType": "float64", "type": "float" }, { "name": "d_germline_end_blastn", "rawType": "float64", "type": "float" }, { "name": "d_support_blastn", "rawType": "float64", "type": "float" }, { "name": "d_score_blastn", "rawType": "float64", "type": "float" }, { "name": "d_sequence_alignment_blastn", "rawType": "object", "type": "unknown" }, { "name": "d_germline_alignment_blastn", "rawType": "object", "type": "unknown" }, { "name": "d_call_igblastn", "rawType": "object", "type": "unknown" }, { "name": "d_source", "rawType": "object", "type": "unknown" }, { "name": "d_support_igblastn", "rawType": "float64", "type": "float" }, { "name": "d_score_igblastn", "rawType": "float64", "type": "float" }, { "name": "v_call_genotyped", "rawType": "object", "type": "string" }, { "name": "germline_alignment_d_mask", "rawType": "object", "type": "string" }, { "name": "sample_id", "rawType": "object", "type": "string" }, { "name": "c_call", "rawType": "object", "type": "unknown" }, { "name": "c_sequence_alignment", "rawType": "object", "type": "unknown" }, { "name": "c_germline_alignment", "rawType": "object", "type": "unknown" }, { "name": "c_sequence_start", "rawType": "float64", "type": "float" }, { "name": "c_sequence_end", "rawType": "float64", "type": "float" }, { "name": "c_score", "rawType": "float64", "type": "float" }, { "name": "c_identity", "rawType": "float64", "type": "float" }, { "name": "c_call_10x", "rawType": "object", "type": "unknown" }, { "name": "junction_aa_length", "rawType": "int64", "type": "integer" }, { "name": "fwr1_aa", "rawType": "object", "type": "unknown" }, { "name": "fwr2_aa", "rawType": "object", "type": "unknown" }, { "name": "fwr3_aa", "rawType": "object", "type": "string" }, { "name": "fwr4_aa", "rawType": "object", "type": "string" }, { "name": "cdr1_aa", "rawType": "object", "type": "unknown" }, { "name": "cdr2_aa", "rawType": "object", "type": "unknown" }, { "name": "cdr3_aa", "rawType": "object", "type": "string" }, { "name": "sequence_alignment_aa", "rawType": "object", "type": "string" }, { "name": "v_sequence_alignment_aa", "rawType": "object", "type": "string" }, { "name": "d_sequence_alignment_aa", "rawType": "object", "type": "unknown" }, { "name": "j_sequence_alignment_aa", "rawType": "object", "type": "string" }, { "name": "complete_vdj", "rawType": "float64", "type": "float" }, { "name": "j_call_multimappers", "rawType": "object", "type": "unknown" }, { "name": "j_call_multiplicity", "rawType": "float64", "type": "float" }, { "name": "j_call_sequence_start_multimappers", "rawType": "object", "type": "unknown" }, { "name": "j_call_sequence_end_multimappers", "rawType": "object", "type": "unknown" }, { "name": "j_call_support_multimappers", "rawType": "object", "type": "unknown" }, { "name": "mu_count", "rawType": "float64", "type": "float" }, { "name": "extra", "rawType": "object", "type": "string" }, { "name": "ambiguous", "rawType": "object", "type": "string" }, { "name": "rearrangement_status", "rawType": "object", "type": "string" }, { "name": "clone_id", "rawType": "object", "type": "unknown" } ], "ref": "4999d813-25c0-42ce-bc0e-e69ae53e3ca9", "rows": [ [ "0", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG_contig_1", "TGGGGAGGAGTCAGTCCCAACCAGGACACGGCCTGGACATGAGGGTCCCTGCTCAGCTCCTGGGGCTCCTGCTGCTCTGGCTCTCAGGTGCCAGATGTGACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTGGGAGACAGAGTCACCATCACTTGCCAGGCGACACAAGACATTAACAATTATGTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAACTCCTGATCTACGATGCATTGAATTTAGAAATAGGGGTCCCATCAAGATTCAGTGGAAGAGGGTCTGGGACAGTCTTTATTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACATACTACTGTCAACAATATGACGAACTTCCCGTCACTTTCGGCGGAGGGACCAATGTGGAAATGAGACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV1-33*01,IGKV1D-33*01", null, "IGKJ4*01", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTGGGAGACAGAGTCACCATCACTTGCCAGGCGACACAAGACATT..................AACAATTATGTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAACTCCTGATCTACGATGCA.....................TTGAATTTAGAAATAGGGGTCCCA...TCAAGATTCAGTGGAAGAGGG......TCTGGGACAGTCTTTATTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACATACTACTGTCAACAATATGACGAACTTCCCGTCACTTTCGGCGGAGGGACCAATGTGGA", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCAGGCGAGTCAGGACATT..................AGCAACTATTTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTACGATGCA.....................TCCAATTTGGAAACAGGGGTCCCA...TCAAGGTTCAGTGGAAGTGGA......TCTGGGACAGATTTTACTTTCACCATCAGCAGCCTGCAGCCTGAAGATATTGCAACATATTACTGTCAACAGTATGATAATCTCCCNNTCACTTTCGGCGGAGGGACCAAGGTGGA", "TGTCAACAATATGACGAACTTCCCGTCACTTTC", "CQQYDELPVTF", "98S44=1X31=2X2=1X7=1X3=1X3=1X37=1X19=2X5=1X4=1X15=1X11=1X2=1X10=2X4=1X1=1X29=1X10=1X11=1X5=2X1=1X2=1X2=", null, "384S2N22=1X5=", "F", "T", "IGK", "33", "2", null, "99", "382", "1", "332", null, null, null, null, "385", "412", "3", "30", "363.0", "0.90845", "4.18e-102", null, null, null, "48.8", "0.96429", "1.33e-09", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTGGGAGACAGAGTCACCATCACTTGCCAGGCGACA", "GTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAACTCCTGATCTAC", "AATTTAGAAATAGGGGTCCCA...TCAAGATTCAGTGGAAGAGGG......TCTGGGACAGTCTTTATTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACATACTACTGT", "TTCGGCGGAGGGACCAATGTGGA", "CAAGACATT..................AACAATTAT", "GATGCA.....................TTG", "CAACAATATGACGAACTTCCCGTCACT", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG", "9139", "68", "IGKV1-8", null, "IGKJ4", "TGTCAACAATATGACGAACTTCCCGTCACTTTC", "CQQYDELPVTF", "IGKJ4*01", "96.429", "28.0", "1.0", "0.0", "385.0", "412.0", "3.0", "30.0", "3.56e-09", "47.3", "TCACTTTCGGCGGAGGGACCAATGTGGA", "TCACTTTCGGCGGAGGGACCAAGGTGGA", "IGKJ4*01", null, "1.33e-09", "48.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1-33*01,IGKV1D-33*01", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCAGGCGAGTCAGGACATT..................AGCAACTATTTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTACGATGCA.....................TCCAATTTGGAAACAGGGGTCCCA...TCAAGGTTCAGTGGAAGTGGA......TCTGGGACAGATTTTACTTTCACCATCAGCAGCCTGCAGCCTGAAGATATTGCAACATATTACTGTCAACAGTATGATAATCTCCCNNTCACTTTCGGCGGAGGGACCAAGGTGGA", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "420.0", "556.0", "254.0", "100.0", "IGKC", "11", "DIQMTQSPSSLSASVGDRVTITCQAT", "VNWYQQKPGKAPKLLIY", "NLEIGVPSRFSGRGSGTVFILTISSLQPEDVATYYC", "FGGGTNVEMR", "QDINNY", "DAL", "QQYDELPVT", "DIQMTQSPSSLSASVGDRVTITCQATQDINNYVNWYQQKPGKAPKLLIYDALNLEIGVPSRFSGRGSGTVFILTISSLQPEDVATYYCQQYDELPVTFGGGTNV", "DIQMTQSPSSLSASVGDRVTITCQATQDINNYVNWYQQKPGKAPKLLIYDALNLEIGVPSRFSGRGSGTVFILTISSLQPEDVATYYCQQYDELP", null, "TFGGGTNV", null, "[\"IGKJ4*01\"]", "1.0", "[385]", "[412]", "[3.56e-09]", "27.0", "F", "F", "Standard", "B_VJ_36_2_3" ], [ "1", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_2", "ATCACATAACAACCACATTCCTCCTCTAAAGAAGCCCCTGGGAGCACAGCTCATCACCATGGACTGGACCTGGAGGTTCCTCTTTGTGGTGGCAGCAGCTACAGGTGTCCAGTCCCAGGTGCAGCTGGTGCAGTCTGGGGCTGAGGTGAAGAAGCCTGGGTCCTCGGTGAAGGTCTCCTGCAAGGCTTCTGGAGGCACCTTCAGCAGCTATGCTATCAGCTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGAGGGATCATCCCTATCTTTGGTACAGCAAACTACGCACAGAAGTTCCAGGGCAGAGTCACGATTACCGCGGACGAATCCACGAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV1-69*01,IGHV1-69D*01", "IGHD3-22*01", "IGHJ3*02", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGTCCTCGGTGAAGGTCTCCTGCAAGGCTTCTGGAGGCACCTTC............AGCAGCTATGCTATCAGCTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGAGGGATCATCCCTATC......TTTGGTACAGCAAACTACGCACAGAAGTTCCAG...GGCAGAGTCACGATTACCGCGGACGAATCCACGAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGTCCTCGGTGAAGGTCTCCTGCAAGGCTTCTGGAGGCACCTTC............AGCAGCTATGCTATCAGCTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGAGGGATCATCCCTATC......TTTGGTACAGCAAACTACGCACAGAAGTTCCAG...GGCAGAGTCACGATTACCGCGGACGAATCCACGAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGANNNNGTATTACTATGATAGTAGTGGTTATTACNNNNNTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATGATGCTTTTGATATCTGG", "CATTYYYDSSGYYQNDAFDIW", "115S292=", "411S28=", "444S50=", "F", "T", "IGH", "63", "4", "5.0", "116", "407", "1", "316", "412.0", "439.0", "1.0", "28.0", "445", "494", "1", "50", "456.0", "1.0", "3.07e-130", "54.5", "1.0", "1.48e-11", "96.8", "1.0", "4.57e-24", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGTCCTCGGTGAAGGTCTCCTGCAAGGCTTCT", "ATCAGCTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGAGGG", "AACTACGCACAGAAGTTCCAG...GGCAGAGTCACGATTACCGCGGACGAATCCACGAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGAGGCACCTTC............AGCAGCTATGCT", "ATCATCCCTATC......TTTGGTACAGCA", "GCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATGATGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC", "4161", "51", "IGHV1-69D", "IGHD3-22", "IGHJ3", "TGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATGATGCTTTTGATATCTGG", "CATTYYYDSSGYYQNDAFDIW", "IGHJ3*02", "100.0", "50.0", "0.0", "0.0", "445.0", "494.0", "1.0", "50.0", "4.5799999999999995e-23", "93.5", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "4.57e-24", "96.8", "IGHD3-22*01", "100.0", "28.0", "0.0", "0.0", "412.0", "439.0", "1.0", "28.0", "4.47e-11", "52.8", "GTATTACTATGATAGTAGTGGTTATTAC", "GTATTACTATGATAGTAGTGGTTATTAC", "IGHD3-22*01", null, "1.48e-11", "54.5", "IGHV1-69*01,IGHV1-69D*01", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGTCCTCGGTGAAGGTCTCCTGCAAGGCTTCTGGAGGCACCTTC............AGCAGCTATGCTATCAGCTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGAGGGATCATCCCTATC......TTTGGTACAGCAAACTACGCACAGAAGTTCCAG...GGCAGAGTCACGATTACCGCGGACGAATCCACGAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "495.0", "565.0", "132.0", "100.0", "IGHM", "21", "QVQLVQSGAEVKKPGSSVKVSCKAS", "ISWVRQAPGQGLEWMGG", "NYAQKFQGRVTITADESTSTAYMELSSLRSEDTAVYYC", "WGQGTMVTVSS", "GGTFSSYA", "IIPIFGTA", "ATTYYYDSSGYYQNDAFDI", "QVQLVQSGAEVKKPGSSVKVSCKASGGTFSSYAISWVRQAPGQGLEWMGGIIPIFGTANYAQKFQGRVTITADESTSTAYMELSSLRSEDTAVYYCATTYYYDSSGYYQNDAFDIWGQGTMVTVSS", "QVQLVQSGAEVKKPGSSVKVSCKASGGTFSSYAISWVRQAPGQGLEWMGGIIPIFGTANYAQKFQGRVTITADESTSTAYMELSSLRSEDTAVYYCA", "YYYDSSGYY", "DAFDIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[445]", "[494]", "[4.58e-23]", "0.0", "F", "F", "Standard", "B_VDJ_42_3_1_VJ_59_2_1" ], [ "2", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_1", "AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCGCTCAGCTCCTGGGGCTCCTGCTGCTCTGGCTCCCAGGTGCCAGATGTGCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAGGAGACAGAGTCACCATCACTTGTCGGGCGAGTCAGGGTATTAGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCATCCACTTTGCAAAGTGGGGTCCCATCAAGGTTCAGCGGCAGTGGATCTGGGACAGATTTCACTCTCACCATCAGCTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTACCCTCGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV1-8*01", null, "IGKJ1*01", "GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAGGAGACAGAGTCACCATCACTTGTCGGGCGAGTCAGGGTATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTACCCTCGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAGGAGACAGAGTCACCATCACTTGTCGGGCGAGTCAGGGTATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTACCCTCGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "TGTCAACAGTATTATAGTTACCCTCGGACGTTC", "CQQYYSYPRTF", "93S286=", null, "379S2N36=", "F", "T", "IGK", "33", "0", null, "94", "379", "1", "334", null, null, null, null, "380", "415", "3", "38", "447.0", "1.0", "1.95e-127", null, null, null, "69.9", "1.0", "5.65e-16", "GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAGGAGACAGAGTCACCATCACTTGTCGGGCGAGT", "TTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTAAGCTCCTGATCTAT", "ACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGT", "TTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "CAGGGTATT..................AGCAGTTAT", "GCTGCA.....................TCC", "CAACAGTATTATAGTTACCCTCGGACG", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC", "5679", "43", "IGKV1-8", null, "IGKJ1", "TGTCAACAGTATTATAGTTACCCTCGGACGTTC", "CQQYYSYPRTF", "IGKJ1*01", "100.0", "36.0", "0.0", "0.0", "380.0", "415.0", "3.0", "38.0", "2.7e-15", "67.6", "GGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "IGKJ1*01", null, "5.65e-16", "69.9", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1-8*01", "GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAGGAGACAGAGTCACCATCACTTGTCGGGCGAGTCAGGGTATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTACCCTCGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "415.0", "551.0", "254.0", "100.0", "IGKC", "11", "AIRMTQSPSSFSASTGDRVTITCRAS", "LAWYQQKPGKAPKLLIY", "TLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYC", "FGQGTKVEIK", "QGISSY", "AAS", "QQYYSYPRT", "AIRMTQSPSSFSASTGDRVTITCRASQGISSYLAWYQQKPGKAPKLLIYAASTLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYCQQYYSYPRTFGQGTKVEIK", "AIRMTQSPSSFSASTGDRVTITCRASQGISSYLAWYQQKPGKAPKLLIYAASTLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYCQQYYSYP", null, "TFGQGTKVEIK", null, "[\"IGKJ1*01\"]", "1.0", "[380]", "[415]", "[2.7e-15]", "0.0", "F", "F", "Standard", "B_VDJ_42_3_1_VJ_59_2_1" ], [ "3", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_1", "ACTGTGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTCCTCCTCCTGTTCCTCTCTCACTGCACAGGTTCCCTCTCGCAGGCTGTGCTGACTCAGCCGTCTTCCCTCTCTGCATCTCCTGGAGCATCAGGCAGGCTCACCTGCACCTTACGCAGTGACATCAATGTTGGTACGTACAGGATATATTGGTACCAGCGGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGACTCAGATAAGCAGCAGGGCTCTGGAGTCCCCAGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTATTGTATGATTTGGCACAGCAGCGCTTGGGTGGTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV5-45*02", null, "IGLJ3*02", "CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGGCAGGCTCACCTGCACCTTACGCAGTGACATCAATGTT.........GGTACGTACAGGATATATTGGTACCAGCGGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTATTGTATGATTTGGCACAGCAGCGCTTGGGTGGTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTACGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTATGATTTGGCACAGCAGCGCTTGGGTGGTC", "CMIWHSSAWVV", "85S52=1X3=1X22=1X15=1X11=1X10=1X165=1X25=", null, "395S2N5=1X30=", "F", "T", "IGL", "33", "0", null, "86", "395", "1", "334", null, null, null, null, "396", "431", "3", "38", "463.0", "0.97742", "4.6600000000000005e-132", null, null, null, "64.1", "0.97222", "3.6e-14", "CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGGCAGGCTCACCTGCACCTTACGC", "ATATATTGGTACCAGCGGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGG", "CAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTATTGT", "GTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AGTGACATCAATGTT.........GGTACGTACAGG", "TACAAATCAGAC.........TCAGATAAG", "ATGATTTGGCACAGCAGCGCTTGGGTG", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG", "13160", "90", "IGLV5-45", null, "IGLJ3", "TGTATGATTTGGCACAGCAGCGCTTGGGTGGTC", "CMIWHSSAWVV", "IGLJ3*02", "97.368", "38.0", "1.0", "0.0", "394.0", "431.0", "1.0", "38.0", "1.14e-14", "65.8", "TTGGGTGGTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ3*02", null, "3.6e-14", "64.1", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV5-45*02", "CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTGGAGCATCAGCCAGTCTCACCTGCACCTTACGCAGTGGCATCAATGTT.........GGTACCTACAGGATATACTGGTACCAGCAGAAGCCAGGGAGTCCTCCCCAGTATCTCCTGAGGTACAAATCAGAC.........TCAGATAAGCAGCAGGGCTCTGGAGTCCCC...AGCCGCTTCTCTGGATCCAAAGATGCTTCGGCCAATGCAGGGATTTTACTCATCTCTGGGCTCCAGTCTGAGGATGAGGCTGACTATTACTGTATGATTTGGCACAGCAGCGCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC3", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "432.0", "642.0", "390.0", "100.0", "IGLC3", "11", "QAVLTQPSSLSASPGASGRLTCTLR", "IYWYQRKPGSPPQYLLR", "QQGSGVPSRFSGSKDASANAGILLISGLQSEDEADYYC", "VGGGTKLTVL", "SDINVGTYR", "YKSDSDK", "MIWHSSAWV", "QAVLTQPSSLSASPGASGRLTCTLRSDINVGTYRIYWYQRKPGSPPQYLLRYKSDSDKQQGSGVPSRFSGSKDASANAGILLISGLQSEDEADYYCMIWHSSAWVVGGGTKLTVL", "QAVLTQPSSLSASPGASGRLTCTLRSDINVGTYRIYWYQRKPGSPPQYLLRYKSDSDKQQGSGVPSRFSGSKDASANAGILLISGLQSEDEADYYCMIWHSSA", null, "VVGGGTKLTVL", null, "[\"IGLJ3*01\"]", "1.0", "[402]", "[431]", "[6.84e-12]", "8.0", "F", "F", "Standard", "B_VDJ_9_1_2_VJ_253_1_1" ], [ "4", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_2", "GGGAGCATCACCCAGCAACCACATCTGTCCTCTAGAGAATCCCCTGAGAGCTCCGTTCCTCACCATGGACTGGACCTGGAGGATCCTCTTCTTGGTGGCAGCAGCCACAGGAGCCCACTCGCAGGTGCAACTGGTGCAGTCTGGGGGTGAGGTAAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTCACCGACTACTTCATACAGTGGCTGCGACACGCCCCTGGACAGGGGCTTGATTGGATGGGTTTAATCAACCCTAACAGTGGTGACACCAACTATGCACAGAAGTTTCAGGGCAGAGTCACCATGACCAGGGACACGTCCATCAGTACAGCCTACATGGAACTGAGCAGCCTGAGATCTGACGACACGGCCGTATATTACTGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV1-2*02", null, "IGHJ3*02", "CAGGTGCAACTGGTGCAGTCTGGGGGT...GAGGTAAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCGACTACTTCATACAGTGGCTGCGACACGCCCCTGGACAGGGGCTTGATTGGATGGGTTTAATCAACCCTAAC......AGTGGTGACACCAACTATGCACAGAAGTTTCAG...GGCAGAGTCACCATGACCAGGGACACGTCCATCAGTACAGCCTACATGGAACTGAGCAGCCTGAGATCTGACGACACGGCCGTATATTACTGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCGGCTACTATATGCACTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGATGGATCAACCCTAAC......AGTGGTGGCACAAACTATGCACAGAAGTTTCAG...GGCAGGGTCACCATGACCAGGGACACGTCCATCAGCACAGCCTACATGGAGCTGAGCAGGCTGAGATCTGACGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGG", "CAREIEGDGVFEIW", "121S8=1X16=1X6=1X58=1X5=2X2=1X2=1X3=1X7=1X11=1X8=1X8=1X1=2X19=1X3=1X26=1X29=1X14=1X8=1X23=1X17=", null, "435S6N6=1X37=", "F", "T", "IGH", "42", "18", null, "122", "417", "1", "320", null, null, null, null, "436", "479", "7", "50", "394.0", "0.92568", "1.7200000000000007e-111", null, null, null, "79.5", "0.97727", "7.2e-19", "CAGGTGCAACTGGTGCAGTCTGGGGGT...GAGGTAAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCT", "ATACAGTGGCTGCGACACGCCCCTGGACAGGGGCTTGATTGGATGGGTTTA", "AACTATGCACAGAAGTTTCAG...GGCAGAGTCACCATGACCAGGGACACGTCCATCAGTACAGCCTACATGGAACTGAGCAGCCTGAGATCTGACGACACGGCCGTATATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGATACACCTTC............ACCGACTACTTC", "ATCAACCCTAAC......AGTGGTGACACC", "GCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATC", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG", "5080", "47", "IGHV1-2", null, "IGHJ3", "TGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGG", "CAREIEGDGVFEIW", "IGHJ3*02", "95.745", "47.0", "2.0", "0.0", "433.0", "479.0", "4.0", "50.0", "4.48e-18", "76.8", "TGTTTTTGAAATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "7.2e-19", "79.5", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHV1-2*02", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCGGCTACTATATGCACTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGATGGATCAACCCTAAC......AGTGGTGGCACAAACTATGCACAGAAGTTTCAG...GGCAGGGTCACCATGACCAGGGACACGTCCATCAGCACAGCCTACATGGAGCTGAGCAGGCTGAGATCTGACGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "480.0", "550.0", "132.0", "100.0", "IGHM", "14", "QVQLVQSGGEVKKPGASVKVSCKAS", "IQWLRHAPGQGLDWMGL", "NYAQKFQGRVTMTRDTSISTAYMELSSLRSDDTAVYYC", "WGQGTMVTVSS", "GYTFTDYF", "INPNSGDT", "AREIEGDGVFEI", "QVQLVQSGGEVKKPGASVKVSCKASGYTFTDYFIQWLRHAPGQGLDWMGLINPNSGDTNYAQKFQGRVTMTRDTSISTAYMELSSLRSDDTAVYYCAREIEGDGVFEIWGQGTMVTVSS", "QVQLVQSGGEVKKPGASVKVSCKASGYTFTDYFIQWLRHAPGQGLDWMGLINPNSGDTNYAQKFQGRVTMTRDTSISTAYMELSSLRSDDTAVYYCAR", null, "FEIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[433]", "[479]", "[4.48e-18]", "22.0", "F", "F", "Standard", "B_VDJ_9_1_2_VJ_253_1_1" ], [ "5", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC_contig_2", "GGAGTCTCCCTCACCGCCCAGCTGGGATCTCAGGGCTTCATTTTCTGTCCTCCACCATCATGGGGTCAACCGCCATCCTCGCCCTCCTCCTGGCTGTTCTCCAAGGAGTCTGTGCCGAGGTGCAGCTGGTGCAGTCTGGAGCAGAGGTGAAAAAGCCGGGGGAGTCTCTGAAGATCTCCTGTAAGGGTTCTGGATACAGCTTTACCAGCTACTGGATCGGCTGGGTGCGCCAGATGCCCGGGAAAGGCCTGGAGTGGATGGGGATCATCTATCCTGGTGACTCTGATACCAGATACAGCCCGTCCTTCCAAGGCCAGGTCACCATCTCAGCCGACAAGTCCATCAGCACCGCCTACCTGCAGTGGAGCAGCCTGAAGGCCTCGGACACCGCCATGTATTACTGTGCGAGACATATCCGTGGGAACAGATTTGGCAATGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV5-51*03", null, "IGHJ3*02", "GAGGTGCAGCTGGTGCAGTCTGGAGCA...GAGGTGAAAAAGCCGGGGGAGTCTCTGAAGATCTCCTGTAAGGGTTCTGGATACAGCTTT............ACCAGCTACTGGATCGGCTGGGTGCGCCAGATGCCCGGGAAAGGCCTGGAGTGGATGGGGATCATCTATCCTGGT......GACTCTGATACCAGATACAGCCCGTCCTTCCAA...GGCCAGGTCACCATCTCAGCCGACAAGTCCATCAGCACCGCCTACCTGCAGTGGAGCAGCCTGAAGGCCTCGGACACCGCCATGTATTACTGTGCGAGACATATCCGTGGGAACAGATTTGGCAATGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GAGGTGCAGCTGGTGCAGTCTGGAGCA...GAGGTGAAAAAGCCGGGGGAGTCTCTGAAGATCTCCTGTAAGGGTTCTGGATACAGCTTT............ACCAGCTACTGGATCGGCTGGGTGCGCCAGATGCCCGGGAAAGGCCTGGAGTGGATGGGGATCATCTATCCTGGT......GACTCTGATACCAGATACAGCCCGTCCTTCCAA...GGCCAGGTCACCATCTCAGCCGACAAGTCCATCAGCACCGCCTACCTGCAGTGGAGCAGCCTGAAGGCCTCGGACACCGCCATGTATTACTGTGCGAGACANNNNNNNNNNNNNNNNNNNNNNNNTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCGAGACATATCCGTGGGAACAGATTTGGCAATGATGCTTTTGATATCTGG", "CARHIRGNRFGNDAFDIW", "116S296=", null, "436S50=", "F", "T", "IGH", "54", "24", null, "117", "412", "1", "320", null, null, null, null, "437", "486", "1", "50", "463.0", "1.0", "4.019999999999999e-132", null, null, null, "96.8", "1.0", "4.509999999999999e-24", "GAGGTGCAGCTGGTGCAGTCTGGAGCA...GAGGTGAAAAAGCCGGGGGAGTCTCTGAAGATCTCCTGTAAGGGTTCT", "ATCGGCTGGGTGCGCCAGATGCCCGGGAAAGGCCTGGAGTGGATGGGGATC", "AGATACAGCCCGTCCTTCCAA...GGCCAGGTCACCATCTCAGCCGACAAGTCCATCAGCACCGCCTACCTGCAGTGGAGCAGCCTGAAGGCCTCGGACACCGCCATGTATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGATACAGCTTT............ACCAGCTACTGG", "ATCTATCCTGGT......GACTCTGATACC", "GCGAGACATATCCGTGGGAACAGATTTGGCAATGATGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC", "8292", "80", "IGHV5-51", null, "IGHJ3", "TGTGCGAGACATATCCGTGGGAACAGATTTGGCAATGATGCTTTTGATATCTGG", "CARHIRGNRFGNDAFDIW", "IGHJ3*02", "100.0", "50.0", "0.0", "0.0", "437.0", "486.0", "1.0", "50.0", "4.51e-23", "93.5", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "4.51e-24", "96.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHV5-51*03", "GAGGTGCAGCTGGTGCAGTCTGGAGCA...GAGGTGAAAAAGCCGGGGGAGTCTCTGAAGATCTCCTGTAAGGGTTCTGGATACAGCTTT............ACCAGCTACTGGATCGGCTGGGTGCGCCAGATGCCCGGGAAAGGCCTGGAGTGGATGGGGATCATCTATCCTGGT......GACTCTGATACCAGATACAGCCCGTCCTTCCAA...GGCCAGGTCACCATCTCAGCCGACAAGTCCATCAGCACCGCCTACCTGCAGTGGAGCAGCCTGAAGGCCTCGGACACCGCCATGTATTACTGTGCGAGACANNNNNNNNNNNNNNNNNNNNNNNNTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "487.0", "557.0", "132.0", "100.0", "IGHM", "18", "EVQLVQSGAEVKKPGESLKISCKGS", "IGWVRQMPGKGLEWMGI", "RYSPSFQGQVTISADKSISTAYLQWSSLKASDTAMYYC", "WGQGTMVTVSS", "GYSFTSYW", "IYPGDSDT", "ARHIRGNRFGNDAFDI", "EVQLVQSGAEVKKPGESLKISCKGSGYSFTSYWIGWVRQMPGKGLEWMGIIYPGDSDTRYSPSFQGQVTISADKSISTAYLQWSSLKASDTAMYYCARHIRGNRFGNDAFDIWGQGTMVTVSS", "EVQLVQSGAEVKKPGESLKISCKGSGYSFTSYWIGWVRQMPGKGLEWMGIIYPGDSDTRYSPSFQGQVTISADKSISTAYLQWSSLKASDTAMYYCAR", null, "DAFDIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[437]", "[486]", "[4.51e-23]", "0.0", "F", "F", "Standard", "B_VDJ_246_4_2_VJ_82_1_1" ], [ "6", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC_contig_1", "AGGAGTCAGACCCAGTCAGGACACAGCATGGACATGAGGGTCCCCGCTCAGCTCCTGGGGCTCCTGCTGCTCTGGCTCCCAGGTGCCAGATGTGTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATTAGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCATCCACTTTGCAAAGTGGGGTCCCATCAAGGTTCAGTGGCAGTGGATCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV1D-8*01", null, "IGKJ2*01", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "TGTCAACAGTATTATAGTTTCCCGTACACTTTT", "CQQYYSFPYTF", "93S284=", null, "377S1N38=", "F", "T", "IGK", "33", "0", null, "94", "377", "1", "332", null, null, null, null, "378", "415", "2", "39", "444.0", "1.0", "1.69e-126", null, null, null, "73.7", "1.0", "3.93e-17", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGT", "TTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTAT", "ACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGT", "TTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "CAGGGCATT..................AGCAGTTAT", "GCTGCA.....................TCC", "CAACAGTATTATAGTTTCCCGTACACT", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC", "2813", "22", "IGKV1D-8", null, "IGKJ2", "TGTCAACAGTATTATAGTTTCCCGTACACTTTT", "CQQYYSFPYTF", "IGKJ2*01", "100.0", "38.0", "0.0", "0.0", "378.0", "415.0", "2.0", "39.0", "2.09e-16", "71.3", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "IGKJ2*01", null, "3.93e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1D-8*01", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "415.0", "551.0", "254.0", "100.0", "IGKC", "11", "VIWMTQSPSLLSASTGDRVTISCRMS", "LAWYQQKPGKAPELLIY", "TLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYC", "FGQGTKLEIK", "QGISSY", "AAS", "QQYYSFPYT", "VIWMTQSPSLLSASTGDRVTISCRMSQGISSYLAWYQQKPGKAPELLIYAASTLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYCQQYYSFPYTFGQGTKLEIK", "VIWMTQSPSLLSASTGDRVTISCRMSQGISSYLAWYQQKPGKAPELLIYAASTLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYCQQYYSFP", null, "YTFGQGTKLEIK", null, "[\"IGKJ2*01\"]", "1.0", "[378]", "[415]", "[2.09e-16]", "0.0", "F", "F", "Standard", "B_VDJ_246_4_2_VJ_82_1_1" ], [ "7", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA_contig_1", "GGGGACTTTCTGAGACTCATGGACCTCCTGCACAAGAACATGAAACACCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGTAGGCTATAGAGCAGCAGCTGGTACTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV4-4*07", "IGHD6-13*01", "IGHJ3*02", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATC............AGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGTAGGCTATAGAGCAGCAGCTGGTACTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATC............AGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGNNNNNNNNNNAGCAGCAGCTGGTACTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCGAGAGTAGGCTATAGAGCAGCAGCTGGTACTGATGCTTTTGATATCTGG", "CARVGYRAAAGTDAFDIW", "96S292=", "398S6N15=", "413S50=", "F", "T", "IGH", "54", "10", "0.0", "97", "388", "1", "319", "399.0", "413.0", "7.0", "21.0", "414", "463", "1", "50", "456.0", "1.0", "2.89e-130", "29.5", "1.0", "0.000468", "96.8", "1.0", "4.3199999999999995e-24", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCT", "TGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGT", "AACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGTGGCTCCATC............AGTAGTTACTAC", "ATCTATACCAGT.........GGGAGCACC", "GCGAGAGTAGGCTATAGAGCAGCAGCTGGTACTGATGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA", "1235", "18", "IGHV4-59", null, "IGHJ3", "TGTGCGAGAGTAGGCTATAGAGCAGCAGCTGGTACTGATGCTTTTGATATCTGG", "CARVGYRAAAGTDAFDIW", "IGHJ3*02", "100.0", "50.0", "0.0", "0.0", "414.0", "463.0", "1.0", "50.0", "4.3199999999999995e-23", "93.5", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "4.3199999999999995e-24", "96.8", "IGHD6-13*01", "94.444", "18.0", "1.0", "0.0", "396.0", "413.0", "4.0", "21.0", "0.000711", "28.8", "TAGAGCAGCAGCTGGTAC", "TATAGCAGCAGCTGGTAC", "IGHD6-13*01", null, "0.000468", "29.5", "IGHV4-4*07", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATC............AGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGNNNNNNNNNNNNNNNNNNNNNNNNNTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "464.0", "534.0", "132.0", "100.0", "IGHM", "18", "QVQLQESGPGLVKPSETLSLTCTVS", "WSWIRQPAGKGLEWIGR", "NYNPSLKSRVTMSVDTSKNQFSLKLSSVTAADTAVYYC", "WGQGTMVTVSS", "GGSISSYY", "IYTSGST", "ARVGYRAAAGTDAFDI", "QVQLQESGPGLVKPSETLSLTCTVSGGSISSYYWSWIRQPAGKGLEWIGRIYTSGSTNYNPSLKSRVTMSVDTSKNQFSLKLSSVTAADTAVYYCARVGYRAAAGTDAFDIWGQGTMVTVSS", "QVQLQESGPGLVKPSETLSLTCTVSGGSISSYYWSWIRQPAGKGLEWIGRIYTSGSTNYNPSLKSRVTMSVDTSKNQFSLKLSSVTAADTAVYYCAR", "AAAGT", "DAFDIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[414]", "[463]", "[4.32e-23]", "0.0", "F", "F", "Standard", "B_VDJ_217_2_1_VJ_222_2_1" ], [ "8", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA_contig_2", "AGCTGTGGGCTCAGAAGCAGAGTTCTGGGGTGTCTCCACCATGGCCTGGACCCCTCTCTGGCTCACTCTCCTCACTCTTTGCATAGGTTCTGTGGTTTCTTCTGAGCTGACTCAGGACCCTGCTGTGTCTGTGGCCTTGGGACAGACAGTCAGGATCACATGCCAAGGAGACAGCCTCAGAAGCTATTATGCAAGCTGGTACCAGCAGAAGCCAGGACAGGCCCCTGTACTTGTCATCTATGGTAAAAACAACCGGCCCTCAGGGATCCCAGACCGATTCTCTGGCTCCAGCTCAGGAAACACAGCTTCCTTGACCATCACTGGGGCTCAGGCGGAAGATGAGGCTGACTATTACTGTAACTCCCGGGACAGCAGTGGTAACCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV3-19*01", null, "IGLJ2*01,IGLJ3*01", "TCTTCTGAGCTGACTCAGGACCCTGCT...GTGTCTGTGGCCTTGGGACAGACAGTCAGGATCACATGCCAAGGAGACAGCCTCAGA..................AGCTATTATGCAAGCTGGTACCAGCAGAAGCCAGGACAGGCCCCTGTACTTGTCATCTATGGTAAA.....................AACAACCGGCCCTCAGGGATCCCA...GACCGATTCTCTGGCTCCAGC......TCAGGAAACACAGCTTCCTTGACCATCACTGGGGCTCAGGCGGAAGATGAGGCTGACTATTACTGTAACTCCCGGGACAGCAGTGGTAACCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TCTTCTGAGCTGACTCAGGACCCTGCT...GTGTCTGTGGCCTTGGGACAGACAGTCAGGATCACATGCCAAGGAGACAGCCTCAGA..................AGCTATTATGCAAGCTGGTACCAGCAGAAGCCAGGACAGGCCCCTGTACTTGTCATCTATGGTAAA.....................AACAACCGGCCCTCAGGGATCCCA...GACCGATTCTCTGGCTCCAGC......TCAGGAAACACAGCTTCCTTGACCATCACTGGGGCTCAGGCGGAAGATGAGGCTGACTATTACTGTAACTCCCGGGACAGCAGTGGTAACCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTAACTCCCGGGACAGCAGTGGTAACCATGTGGTATTC", "CNSRDSSGNHVVF", "97S288=", null, "385S1N37=", "F", "T", "IGL", "39", "0", null, "98", "385", "1", "339", null, null, null, null, "386", "422", "2", "38", "450.0", "1.0", "2.6e-128", null, null, null, "71.8", "1.0", "1.72e-16", "TCTTCTGAGCTGACTCAGGACCCTGCT...GTGTCTGTGGCCTTGGGACAGACAGTCAGGATCACATGCCAAGGAGAC", "GCAAGCTGGTACCAGCAGAAGCCAGGACAGGCCCCTGTACTTGTCATCTAT", "AACCGGCCCTCAGGGATCCCA...GACCGATTCTCTGGCTCCAGC......TCAGGAAACACAGCTTCCTTGACCATCACTGGGGCTCAGGCGGAAGATGAGGCTGACTATTACTGT", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AGCCTCAGA..................AGCTATTAT", "GGTAAA.....................AAC", "AACTCCCGGGACAGCAGTGGTAACCATGTGGTA", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA", "1344", "14", "IGLV3-19", null, "IGLJ2", "TGTAACTCCCGGGACAGCAGTGGTAACCATGTGGTATTC", "CNSRDSSGNHVVF", "IGLJ3*01", "100.0", "38.0", "0.0", "0.0", "385.0", "422.0", "1.0", "38.0", "2.41e-16", "71.3", "TGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ2*01,IGLJ3*01", null, "1.72e-16", "71.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV3-19*01", "TCTTCTGAGCTGACTCAGGACCCTGCT...GTGTCTGTGGCCTTGGGACAGACAGTCAGGATCACATGCCAAGGAGACAGCCTCAGA..................AGCTATTATGCAAGCTGGTACCAGCAGAAGCCAGGACAGGCCCCTGTACTTGTCATCTATGGTAAA.....................AACAACCGGCCCTCAGGGATCCCA...GACCGATTCTCTGGCTCCAGC......TCAGGAAACACAGCTTCCTTGACCATCACTGGGGCTCAGGCGGAAGATGAGGCTGACTATTACTGTAACTCCCGGGACAGCAGTGGTAACCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "423.0", "633.0", "390.0", "100.0", "IGLC2", "13", "SSELTQDPAVSVALGQTVRITCQGD", "ASWYQQKPGQAPVLVIY", "NRPSGIPDRFSGSSSGNTASLTITGAQAEDEADYYC", "FGGGTKLTVL", "SLRSYY", "GKN", "NSRDSSGNHVV", "SSELTQDPAVSVALGQTVRITCQGDSLRSYYASWYQQKPGQAPVLVIYGKNNRPSGIPDRFSGSSSGNTASLTITGAQAEDEADYYCNSRDSSGNHVVFGGGTKLTVL", "SSELTQDPAVSVALGQTVRITCQGDSLRSYYASWYQQKPGQAPVLVIYGKNNRPSGIPDRFSGSSSGNTASLTITGAQAEDEADYYCNSRDSSGNH", null, "VVFGGGTKLTVL", null, "[\"IGLJ3*01\"]", "1.0", "[385]", "[422]", "[2.41e-16]", "0.0", "F", "F", "Standard", "B_VDJ_217_2_1_VJ_222_2_1" ], [ "9", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA_contig_3", "TCTGGCACCAGGGGTCCCTTCCAATATCAGCACCATGGCCTGGACTCCTCTCTTTCTGTTCCTCCTCACTTGCTGCCCAGGGTCCAATTCCCAGGCTGTGGTGACTCAGGAGCCCTCACTGACTGTGTCCCCAGGAGGGACAGTCACTCTCACCTGTGGCTCCAGCACTGGAGCTGTCACCAGTGGTCATTATCCCTACTGGTTCCAGCAGAAGCCTGGCCAAGCCCCCAGGACACTGATTTATGATACAAGCAACAAACACTCCTGGACACCTGCCCGGTTCTCAGGCTCCCTCCTTGGGGGCAAAGCTGCCCTGACCCTTTCGGGTGCGCAGCCTGAGGATGAGGCTGAGTATTACTGCTTGCTCTCCTATAGTGGTGCTAGGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "F", "IGLV7-46*01", null, "IGLJ3*02", "CAGGCTGTGGTGACTCAGGAGCCCTCA...CTGACTGTGTCCCCAGGAGGGACAGTCACTCTCACCTGTGGCTCCAGCACTGGAGCTGTCACC.........AGTGGTCATTATCCCTACTGGTTCCAGCAGAAGCCTGGCCAAGCCCCCAGGACACTGATTTATGATACA.....................AGCAACAAACACTCCTGGACACCT...GCCCGGTTCTCAGGCTCCCTC......CTTGGGGGCAAAGCTGCCCTGACCCTTTCGGGTGCGCAGCCTGAGGATGAGGCTGAGTATTACTGCTTGCTCTCCTATAGTGGTGCTAGGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "CAGGCTGTGGTGACTCAGGAGCCCTCA...CTGACTGTGTCCCCAGGAGGGACAGTCACTCTCACCTGTGGCTCCAGCACTGGAGCTGTCACC.........AGTGGTCATTATCCCTACTGGTTCCAGCAGAAGCCTGGCCAAGCCCCCAGGACACTGATTTATGATACA.....................AGCAACAAACACTCCTGGACACCT...GCCCGGTTCTCAGGCTCCCTC......CTTGGGGGCAAAGCTGCCCTGACCCTTTCGGGTGCGCAGCCTGAGGATGAGGCTGAGTATTACTGCTTGCTCTCCTATAGTGGTGCTCGGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGCTTGCTCTCCTATAGTGGTGCTAGGGGTGTTC", "CLLSYSGARGV", "91S291=1X2=", null, "385S3N35=", "F", "F", "IGL", "34", "0", null, "92", "385", "1", "336", null, null, null, null, "386", "420", "4", "38", "456.0", "0.9966", "3.44e-130", null, null, null, "68.0", "1.0", "2.46e-15", "CAGGCTGTGGTGACTCAGGAGCCCTCA...CTGACTGTGTCCCCAGGAGGGACAGTCACTCTCACCTGTGGCTCCAGC", "CCCTACTGGTTCCAGCAGAAGCCTGGCCAAGCCCCCAGGACACTGATTTAT", "AACAAACACTCCTGGACACCT...GCCCGGTTCTCAGGCTCCCTC......CTTGGGGGCAAAGCTGCCCTGACCCTTTCGGGTGCGCAGCCTGAGGATGAGGCTGAGTATTACTGC", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "ACTGGAGCTGTCACC.........AGTGGTCATTAT", "GATACA.....................AGC", "TTGCTCTCCTATAGTGGTGCTAGGGGTG", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA", "739", "8", "IGLV7-46", null, "IGLJ3", null, null, "IGLJ3*02", "100.0", "36.0", "0.0", "0.0", "385.0", "420.0", "3.0", "38.0", "3.11e-15", "67.6", "GGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "GGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ3*02", null, "2.46e-15", "68.0", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV7-46*01", "CAGGCTGTGGTGACTCAGGAGCCCTCA...CTGACTGTGTCCCCAGGAGGGACAGTCACTCTCACCTGTGGCTCCAGCACTGGAGCTGTCACC.........AGTGGTCATTATCCCTACTGGTTCCAGCAGAAGCCTGGCCAAGCCCCCAGGACACTGATTTATGATACA.....................AGCAACAAACACTCCTGGACACCT...GCCCGGTTCTCAGGCTCCCTC......CTTGGGGGCAAAGCTGCCCTGACCCTTTCGGGTGCGCAGCCTGAGGATGAGGCTGAGTATTACTGCTTGCTCTCCTATAGTGGTGCTCGGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "421.0", "631.0", "390.0", "100.0", "IGLC2", "11", "QAVVTQEPSLTVSPGGTVTLTCGSS", "PYWFQQKPGQAPRTLIY", "NKHSWTPARFSGSLLGGKAALTLSGAQPEDEAEYYC", "RRRDQADRP", "TGAVTSGHY", "DTS", "LLSYSGARG", "QAVVTQEPSLTVSPGGTVTLTCGSSTGAVTSGHYPYWFQQKPGQAPRTLIYDTSNKHSWTPARFSGSLLGGKAALTLSGAQPEDEAEYYCLLSYSGARGVRRRDQADRP", "QAVVTQEPSLTVSPGGTVTLTCGSSTGAVTSGHYPYWFQQKPGQAPRTLIYDTSNKHSWTPARFSGSLLGGKAALTLSGAQPEDEAEYYCLLSYSGAR", null, "GVRRRDQADRP", null, "[\"IGLJ3*02\"]", "1.0", "[385]", "[420]", "[3.11e-15]", "1.0", "T", "T", "Standard", null ], [ "10", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG_contig_2", "TGGGGCTTTCTGAGAGTCATGGATCTCATGTGCAAGAAAATGAAGCACCTGTGGTTCTTCCTCCTGCTGGTGGCGGCTCCCAGATGGGTCCTGTCCCAGCTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTAGTAGTTACTACTGGGGCTGGATCCGCCAGCCCCCAGGGAAGGGGCTGGAGTGGATTGGGAGTATCTATTATAGTGGGAGCACCTACTACAACCCGTCCCTCAAGAGTCGAGTCACCATATCCGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCTGTGTATTACTGTGCGAGACGCCTCATTACTATGATAGAGGGAGGTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV4-39*01", "IGHD3-22*01", "IGHJ3*02", "CAGCTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTAGTAGTTACTACTGGGGCTGGATCCGCCAGCCCCCAGGGAAGGGGCTGGAGTGGATTGGGAGTATCTATTATAGT.........GGGAGCACCTACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCCGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCTGTGTATTACTGTGCGAGACGCCTCATTACTATGATAGAGGGAGGTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "CAGCTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTAGTAGTTACTACTGGGGCTGGATCCGCCAGCCCCCAGGGAAGGGGCTGGAGTGGATTGGGAGTATCTATTATAGT.........GGGAGCACCTACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCCGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCTGTGTATTACTGTGCGAGACNNNNNATTACTATGATAGNNNNNNNTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCGAGACGCCTCATTACTATGATAGAGGGAGGTGCTTTTGATATCTGG", "CARRLITMIEGGAFDIW", "96S298=", "399S2N13=", "419S3N47=", "F", "T", "IGH", "51", "5", "7.0", "97", "394", "1", "319", "400.0", "412.0", "3.0", "15.0", "420", "466", "4", "50", "466.0", "1.0", "4.46e-133", "25.7", "1.0", "0.007", "91.1", "1.0", "2.37e-22", "CAGCTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCT", "TGGGGCTGGATCCGCCAGCCCCCAGGGAAGGGGCTGGAGTGGATTGGGAGT", "TACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCCGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCTGTGTATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGTGGCTCCATCAGC......AGTAGTAGTTACTAC", "ATCTATTATAGT.........GGGAGCACC", "GCGAGACGCCTCATTACTATGATAGAGGGAGGTGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG", "2785", "26", "IGHV4-39", null, "IGHJ3", "TGTGCGAGACGCCTCATTACTATGATAGAGGGAGGTGCTTTTGATATCTGG", "CARRLITMIEGGAFDIW", "IGHJ3*02", "100.0", "47.0", "0.0", "0.0", "420.0", "466.0", "4.0", "50.0", "2.0200000000000003e-21", "87.9", "TGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "2.37e-22", "91.1", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD3-22*01", null, "0.007", "25.7", "IGHV4-39*01", "CAGCTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTAGTAGTTACTACTGGGGCTGGATCCGCCAGCCCCCAGGGAAGGGGCTGGAGTGGATTGGGAGTATCTATTATAGT.........GGGAGCACCTACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCCGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCTGTGTATTACTGTGCGAGACNNNNNNNNNNNNNNNNNNNNNNNNNTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "467.0", "537.0", "132.0", "100.0", "IGHM", "17", "QLQLQESGPGLVKPSETLSLTCTVS", "WGWIRQPPGKGLEWIGS", "YYNPSLKSRVTISVDTSKNQFSLKLSSVTAADTAVYYC", "WGQGTMVTVSS", "GGSISSSSYY", "IYYSGST", "ARRLITMIEGGAFDI", "QLQLQESGPGLVKPSETLSLTCTVSGGSISSSSYYWGWIRQPPGKGLEWIGSIYYSGSTYYNPSLKSRVTISVDTSKNQFSLKLSSVTAADTAVYYCARRLITMIEGGAFDIWGQGTMVTVSS", "QLQLQESGPGLVKPSETLSLTCTVSGGSISSSSYYWGWIRQPPGKGLEWIGSIYYSGSTYYNPSLKSRVTISVDTSKNQFSLKLSSVTAADTAVYYCAR", "ITMI", "AFDIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[420]", "[466]", "[2.02e-21]", "0.0", "F", "F", "Standard", "B_VDJ_206_2_4_VJ_226_4_1" ], [ "11", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG_contig_1", "AGTCTGGGCCTAAGGAAGCAGCACTGGTGGTGCCTCAGCCATGGCCTGGACCTTTCTCCTCCTCGGCCTCCTCTCTCACTGCACAGGCTCTGTGACCTCCTATGTGCTGACTCAGCCACCCTCAGTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGAAGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGATAGCGACCGGCCCTCAGGGATCCCTGAGCGATTCTCTGGCTCCAACTCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGTGTGGGATAGTAGTAGTGATCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV3-21*04", null, "IGLJ2*01,IGLJ3*01", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGA..................AGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGAT.....................AGCGACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGTGTGGGATAGTAGTAGTGATCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGA..................AGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGAT.....................AGCGACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGTGTGGGATAGTAGTAGTGATCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTCAGGTGTGGGATAGTAGTAGTGATCATGTGGTATTC", "CQVWDSSSDHVVF", "97S288=", null, "385S1N37=", "F", "T", "IGL", "39", "0", null, "98", "385", "1", "339", null, null, null, null, "386", "422", "2", "38", "450.0", "1.0", "2.6e-128", null, null, null, "71.8", "1.0", "1.72e-16", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAAC", "GTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTAT", "GACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGT", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AACATTGGA..................AGTAAAAGT", "TATGAT.....................AGC", "CAGGTGTGGGATAGTAGTAGTGATCATGTGGTA", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG", "1958", "18", "IGLV3-21", null, "IGLJ2", "TGTCAGGTGTGGGATAGTAGTAGTGATCATGTGGTATTC", "CQVWDSSSDHVVF", "IGLJ3*01", "100.0", "38.0", "0.0", "0.0", "385.0", "422.0", "1.0", "38.0", "2.41e-16", "71.3", "TGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ2*01,IGLJ3*01", null, "1.72e-16", "71.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV3-21*04", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGA..................AGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGAT.....................AGCGACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGTGTGGGATAGTAGTAGTGATCATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "423.0", "633.0", "390.0", "100.0", "IGLC2", "13", "SYVLTQPPSVSVAPGKTARITCGGN", "VHWYQQKPGQAPVLVIY", "DRPSGIPERFSGSNSGNTATLTISRVEAGDEADYYC", "FGGGTKLTVL", "NIGSKS", "YDS", "QVWDSSSDHVV", "SYVLTQPPSVSVAPGKTARITCGGNNIGSKSVHWYQQKPGQAPVLVIYYDSDRPSGIPERFSGSNSGNTATLTISRVEAGDEADYYCQVWDSSSDHVVFGGGTKLTVL", "SYVLTQPPSVSVAPGKTARITCGGNNIGSKSVHWYQQKPGQAPVLVIYYDSDRPSGIPERFSGSNSGNTATLTISRVEAGDEADYYCQVWDSSSDH", null, "VVFGGGTKLTVL", null, "[\"IGLJ3*01\"]", "1.0", "[385]", "[422]", "[2.41e-16]", "0.0", "F", "F", "Standard", "B_VDJ_206_2_4_VJ_226_4_1" ], [ "12", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG_contig_3", "AGGTCTCAGAGAGGAGCCTTAGCCCTGGACTCCAAGGCCTTTCCACTTGGTGATCAGCACTGAGCACAGAGGACTCACCATGGAATTGGGGCTGAGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTTAGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGATGGAAGTGAGAAATACTATGTGGACTCTGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAACTCGAGCCCTAAATTACTATGATAGTAGTGGTTATTACTGCCGGTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGCACCCACCAAGGCTCCGGATGTGTTCCCCATCATATCAGGGTGCAGACACCCAAAGGATAACAGCCCTGTGGTCCTGGCATGCTTGATAACTGGGTACCACC", "F", "F", "IGHV3-7*01", "IGHD3-22*01", "IGHJ3*02", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAACTCGAGCCCTAAATTACTATGATAGTAGTGGTTATTACTGCCGGTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNATTACTATGATAGTAGTGGTTATTACTNNNNNTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCGAGAACTCGAGCCCTAAATTACTATGATAGTAGTGGTTATTACTGCCGGTGCTTTTGATATCTGG", "CARTRALNYYDSSGYYCRCF*YL", "136S294=", "443S2N27=", "475S3N47=", "T", "F", "IGH", "70", "13", "5.0", "137", "430", "1", "318", "444.0", "470.0", "3.0", "29.0", "476", "522", "4", "50", "459.0", "1.0", "3.93e-131", "52.6", "1.0", "5.78e-11", "91.1", "1.0", "2.7600000000000002e-22", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCT", "ATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAAC", "TACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGATTCACCTTT............AGTAGCTATTGG", "ATAAAGCAAGAT......GGAAGTGAGAAA", "GCGAGAACTCGAGCCCTAAATTACTATGATAGTAGTGGTTATTACTGCCGGTGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG", "695", "9", "IGHV3-7", "IGHD3-22", "IGHJ3", null, null, "IGHJ3*02", "100.0", "47.0", "0.0", "0.0", "476.0", "522.0", "4.0", "50.0", "2.36e-21", "87.9", "TGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "2.7600000000000002e-22", "91.1", "IGHD3-22*01", "100.0", "27.0", "0.0", "0.0", "444.0", "470.0", "3.0", "29.0", "1.65e-10", "51.0", "ATTACTATGATAGTAGTGGTTATTACT", "ATTACTATGATAGTAGTGGTTATTACT", "IGHD3-22*01", null, "5.78e-11", "52.6", "IGHV3-7*01", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHD", "CACCCACCAAGGCTCCGGATGTGTTCCCCATCATATCAGGGTGCAGACACCCAAAGGATAACAGCCCTGTGGTCCTGGCATGCTTGATAACTGGGTACCACC", "CACCCACCAAGGCTCCGGATGTGTTCCCCATCATATCAGGGTGCAGACACCCAAAGGATAACAGCCCTGTGGTCCTGGCATGCTTGATAACTGGGTACCACC", "523.0", "624.0", "189.0", "100.0", "IGHD", "23", "EVQLVESGGGLVQPGGSLRLSCAAS", "MSWVRQAPGKGLEWVAN", "YYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYC", "GPRDNGHRLF", "GFTFSSYW", "IKQDGSEK", "ARTRALNYYDSSGYYCRCF*Y", "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYWMSWVRQAPGKGLEWVANIKQDGSEKYYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYCARTRALNYYDSSGYYCRCF*YLGPRDNGHRLF", "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYWMSWVRQAPGKGLEWVANIKQDGSEKYYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYCAR", "YYDSSGYY", "CF*YLGPRDNGHRLF", null, "[\"IGHJ3*02\"]", "1.0", "[476]", "[522]", "[2.36e-21]", "0.0", "T", "T", "Standard", null ], [ "13", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT_contig_2", "TGGGGGATCAGGACTCCTCAGTTCACCTTCTCACAATGAGGCTCCCTGCTCAGCTCCTGGGGCTGCTAATGCTCTGGGTCTCTGGATCCAGTGGGGATATTGTGATGACTCAGTCTCCACTCTCCCTGCCCGTCACCCCTGGAGAGCCGGCCTCCATCTCCTGCAGGTCTAGTCAGAGCCTCCTGCATAGTAATGGATACAACTATTTGGATTGGTACCTGCAGAAGCCAGGGCAGTCTCCACAGCTCCTGATCTATTTGGGTTCTAATCGGGCCTCCGGGGTCCCTGACAGGTTCAGTGGCAGTGGATCAGGCACAGATTTTACACTGAAAATCAGCAGAGTGGAGGCTGAGGATGTTGGGGTTTATTACTGCATGCAAGCTCTACAAACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV2-28*01,IGKV2D-28*01", null, "IGKJ2*01", "GATATTGTGATGACTCAGTCTCCACTCTCCCTGCCCGTCACCCCTGGAGAGCCGGCCTCCATCTCCTGCAGGTCTAGTCAGAGCCTCCTGCATAGT...AATGGATACAACTATTTGGATTGGTACCTGCAGAAGCCAGGGCAGTCTCCACAGCTCCTGATCTATTTGGGT.....................TCTAATCGGGCCTCCGGGGTCCCT...GACAGGTTCAGTGGCAGTGGA......TCAGGCACAGATTTTACACTGAAAATCAGCAGAGTGGAGGCTGAGGATGTTGGGGTTTATTACTGCATGCAAGCTCTACAAACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GATATTGTGATGACTCAGTCTCCACTCTCCCTGCCCGTCACCCCTGGAGAGCCGGCCTCCATCTCCTGCAGGTCTAGTCAGAGCCTCCTGCATAGT...AATGGATACAACTATTTGGATTGGTACCTGCAGAAGCCAGGGCAGTCTCCACAGCTCCTGATCTATTTGGGT.....................TCTAATCGGGCCTCCGGGGTCCCT...GACAGGTTCAGTGGCAGTGGA......TCAGGCACAGATTTTACACTGAAAATCAGCAGAGTGGAGGCTGAGGATGTTGGGGTTTATTACTGCATGCAAGCTCTACAAACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "TGCATGCAAGCTCTACAAACTCCGTACACTTTT", "CMQALQTPYTF", "95S299=", null, "394S1N38=", "F", "T", "IGK", "33", "0", null, "96", "394", "1", "332", null, null, null, null, "395", "432", "2", "39", "467.0", "1.0", "1.61e-133", null, null, null, "73.7", "1.0", "4.06e-17", "GATATTGTGATGACTCAGTCTCCACTCTCCCTGCCCGTCACCCCTGGAGAGCCGGCCTCCATCTCCTGCAGGTCTAGT", "TTGGATTGGTACCTGCAGAAGCCAGGGCAGTCTCCACAGCTCCTGATCTAT", "AATCGGGCCTCCGGGGTCCCT...GACAGGTTCAGTGGCAGTGGA......TCAGGCACAGATTTTACACTGAAAATCAGCAGAGTGGAGGCTGAGGATGTTGGGGTTTATTACTGC", "TTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "CAGAGCCTCCTGCATAGT...AATGGATACAACTAT", "TTGGGT.....................TCT", "ATGCAAGCTCTACAAACTCCGTACACT", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT", "7502", "59", "IGKV2-28", null, "IGKJ2", "TGCATGCAAGCTCTACAAACTCCGTACACTTTT", "CMQALQTPYTF", "IGKJ2*01", "100.0", "38.0", "0.0", "0.0", "395.0", "432.0", "2.0", "39.0", "2.16e-16", "71.3", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "IGKJ2*01", null, "4.06e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV2-28*01,IGKV2D-28*01", "GATATTGTGATGACTCAGTCTCCACTCTCCCTGCCCGTCACCCCTGGAGAGCCGGCCTCCATCTCCTGCAGGTCTAGTCAGAGCCTCCTGCATAGT...AATGGATACAACTATTTGGATTGGTACCTGCAGAAGCCAGGGCAGTCTCCACAGCTCCTGATCTATTTGGGT.....................TCTAATCGGGCCTCCGGGGTCCCT...GACAGGTTCAGTGGCAGTGGA......TCAGGCACAGATTTTACACTGAAAATCAGCAGAGTGGAGGCTGAGGATGTTGGGGTTTATTACTGCATGCAAGCTCTACAAACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "432.0", "568.0", "254.0", "100.0", "IGKC", "11", "DIVMTQSPLSLPVTPGEPASISCRSS", "LDWYLQKPGQSPQLLIY", "NRASGVPDRFSGSGSGTDFTLKISRVEAEDVGVYYC", "FGQGTKLEIK", "QSLLHSNGYNY", "LGS", "MQALQTPYT", "DIVMTQSPLSLPVTPGEPASISCRSSQSLLHSNGYNYLDWYLQKPGQSPQLLIYLGSNRASGVPDRFSGSGSGTDFTLKISRVEAEDVGVYYCMQALQTPYTFGQGTKLEIK", "DIVMTQSPLSLPVTPGEPASISCRSSQSLLHSNGYNYLDWYLQKPGQSPQLLIYLGSNRASGVPDRFSGSGSGTDFTLKISRVEAEDVGVYYCMQALQTP", null, "YTFGQGTKLEIK", null, "[\"IGKJ2*01\"]", "1.0", "[395]", "[432]", "[2.16e-16]", "0.0", "F", "F", "Standard", "B_VDJ_106_9_2_VJ_91_2_1" ], [ "14", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT_contig_1", "GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCATTCGGTGATCAGCACTGAACACAGAGGACTCACCATGGAGTTTGGGCTGAGCTGGGTTTTCCTCGTTGCTCTTTTAAGAGGTGTCCAGTGTCAGGTGCAGCTGGTGGAGTCTGGGGGAGGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTCAGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGATGGAAGTAATAAATACTATGCAGACTCCGTGAAGGGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGTCATGATAGAACACCCATCGAACAGGGGCCACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV3-30*02,IGHV3-30-5*02", null, "IGHJ4*02", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGTCATGATAGAACACCCATCGAACAGGGGCCACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGCGAAAGTCATGATAGAACACCCATCGAACAGGGGCCACTTTGACTACTGG", "CAKVMIEHPSNRGHFDYW", "137S295=", null, "462S3N45=", "F", "T", "IGH", "54", "30", null, "138", "432", "1", "319", null, null, null, null, "463", "507", "4", "48", "461.0", "1.0", "1.23e-131", null, null, null, "87.2", "1.0", "3.6700000000000006e-21", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCT", "ATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTT", "TACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGATTCACCTTC............AGTAGCTATGGC", "ATACGGTATGAT......GGAAGTAATAAA", "GCGAAAGTCATGATAGAACACCCATCGAACAGGGGCCACTTTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT", "3110", "30", "IGHV3-33", null, "IGHJ4", "TGTGCGAAAGTCATGATAGAACACCCATCGAACAGGGGCCACTTTGACTACTGG", "CAKVMIEHPSNRGHFDYW", "IGHJ4*02", "100.0", "45.0", "0.0", "0.0", "463.0", "507.0", "4.0", "48.0", "2.82e-20", "84.2", "ACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "ACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "3.6700000000000006e-21", "87.2", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHV3-30*02", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "508.0", "578.0", "132.0", "100.0", "IGHM", "18", "QVQLVESGGGVVQPGGSLRLSCAAS", "MHWVRQAPGKGLEWVAF", "YYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYC", "WGQGTLVTVSS", "GFTFSSYG", "IRYDGSNK", "AKVMIEHPSNRGHFDY", "QVQLVESGGGVVQPGGSLRLSCAASGFTFSSYGMHWVRQAPGKGLEWVAFIRYDGSNKYYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCAKVMIEHPSNRGHFDYWGQGTLVTVSS", "QVQLVESGGGVVQPGGSLRLSCAASGFTFSSYGMHWVRQAPGKGLEWVAFIRYDGSNKYYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCAK", null, "FDYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[463]", "[507]", "[2.82e-20]", "0.0", "F", "F", "Standard", "B_VDJ_106_9_2_VJ_91_2_1" ], [ "15", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTCGAATCT_contig_1", "TCTGAGGATACGCGTGACAGATAAGAAGGGCTGGTGGGATCAGTCCTGGTGGTAGCTCAGGAAGCAGAGCCTGGAGCATCTCCACTATGGCCTGGGCTCCACTACTTCTCACCCTCCTCGCTCACTGCACAGGTTCTTGGGCCAATTTTATGCTGACTCAGCCCCACTCTGTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCCGCAGCAGTGGCAGCATTGCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACCACTGTGATCTATGAGGATAACCAAAGACCCTCTGGGGTCCCTGATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV6-57*03", null, "IGLJ2*01,IGLJ3*01", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCCGCAGCAGTGGCAGCATT............GCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACCACTGTGATCTATGAGGAT.....................AACCAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCCGCAGCAGTGGCAGCATT............GCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACCACTGTGATCTATGAGGAT.....................AACCAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTCAGTCTTATGATAGCAGCAATGTGGTATTC", "CQSYDSSNVVF", "143S294=", null, "437S1N37=", "F", "T", "IGL", "33", "0", null, "144", "437", "1", "333", null, null, null, null, "438", "474", "2", "38", "459.0", "1.0", "4.31e-131", null, null, null, "71.8", "1.0", "1.86e-16", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCCGCAGC", "GTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACCACTGTGATCTAT", "CAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGT", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AGTGGCAGCATT............GCCAGCAACTAT", "GAGGAT.....................AAC", "CAGTCTTATGATAGCAGCAATGTGGTA", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTCGAATCT", "5162", "40", "IGLV6-57", null, "IGLJ2", "TGTCAGTCTTATGATAGCAGCAATGTGGTATTC", "CQSYDSSNVVF", "IGLJ3*01", "100.0", "38.0", "0.0", "0.0", "437.0", "474.0", "1.0", "38.0", "2.61e-16", "71.3", "TGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ2*01,IGLJ3*01", null, "1.86e-16", "71.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV6-57*03", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCCGCAGCAGTGGCAGCATT............GCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACCACTGTGATCTATGAGGAT.....................AACCAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATGTGGTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "475.0", "685.0", "390.0", "100.0", "IGLC2", "11", "NFMLTQPHSVSESPGKTVTISCTRS", "VQWYQQRPGSAPTTVIY", "QRPSGVPDRFSGSIDSSSNSASLTISGLKTEDEADYYC", "FGGGTKLTVL", "SGSIASNY", "EDN", "QSYDSSNVV", "NFMLTQPHSVSESPGKTVTISCTRSSGSIASNYVQWYQQRPGSAPTTVIYEDNQRPSGVPDRFSGSIDSSSNSASLTISGLKTEDEADYYCQSYDSSNVVFGGGTKLTVL", "NFMLTQPHSVSESPGKTVTISCTRSSGSIASNYVQWYQQRPGSAPTTVIYEDNQRPSGVPDRFSGSIDSSSNSASLTISGLKTEDEADYYCQSYDSSN", null, "VVFGGGTKLTVL", null, "[\"IGLJ3*01\"]", "1.0", "[437]", "[474]", "[2.61e-16]", "0.0", "F", "F", "Standard", "B_VDJ_77_12_5_VJ_256_1_1" ], [ "16", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTCGAATCT_contig_2", "AGCTCTGGGAGAGGAGCCCCAGCCTTGGGATTCCCAAGTGTTTTCATTCAGTGATCAGGACTGAACACAGAGGACTCACCATGGAGTTTGGGCTGAGCTGGATTTTCCTTGCTGCTATTTTAAAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCTTGGTAAAGCCTGGGGGGTCCCTTAGACTCTCCTGTGCAGCCTCTGGATTCACTTTCAGTAACGCCTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTTGGCCGTATTAAAAGCAAAACTGATGGTGGGACAACAGACTACGCTGCACCCGTGAAAGGCAGATTCACCATCTCAAGAGATGATTCAAAAAACACGCTGTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACCACAGACGACGAAAAACGCCCCTATAGTGGGAGCTACCTCCCATTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV3-15*01", "IGHD1-26*01", "IGHJ4*02", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTGGGGGGTCCCTTAGACTCTCCTGTGCAGCCTCTGGATTCACTTTC............AGTAACGCCTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTTGGCCGTATTAAAAGCAAAACTGATGGTGGGACAACAGACTACGCTGCACCCGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCAAAAAACACGCTGTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACCACAGACGACGAAAAACGCCCCTATAGTGGGAGCTACCTCCCATTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTGGGGGGTCCCTTAGACTCTCCTGTGCAGCCTCTGGATTCACTTTC............AGTAACGCCTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTTGGCCGTATTAAAAGCAAAACTGATGGTGGGACAACAGACTACGCTGCACCCGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCAAAAAACACGCTGTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACCACAGANNNNNNNNNNNNNNNNTATAGTGGGAGCTACNNNNNNTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTACCACAGACGACGAAAAACGCCCCTATAGTGGGAGCTACCTCCCATTTGACTACTGG", "CTTDDEKRPYSGSYLPFDYW", "137S302=", "455S2N15=", "476S5N43=", "F", "T", "IGH", "60", "16", "6.0", "138", "439", "1", "320", "456.0", "470.0", "3.0", "17.0", "477", "519", "6", "48", "472.0", "1.0", "6.55e-135", "29.5", "1.0", "0.000518", "83.4", "1.0", "5.38e-20", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTGGGGGGTCCCTTAGACTCTCCTGTGCAGCCTCT", "ATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTTGGCCGT", "GACTACGCTGCACCCGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCAAAAAACACGCTGTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGATTCACTTTC............AGTAACGCCTGG", "ATTAAAAGCAAAACTGATGGTGGGACAACA", "ACCACAGACGACGAAAAACGCCCCTATAGTGGGAGCTACCTCCCATTTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTCGAATCT", "2142", "26", "IGHV3-15", null, "IGHJ4", "TGTACCACAGACGACGAAAAACGCCCCTATAGTGGGAGCTACCTCCCATTTGACTACTGG", "CTTDDEKRPYSGSYLPFDYW", "IGHJ4*02", "100.0", "43.0", "0.0", "0.0", "477.0", "519.0", "6.0", "48.0", "3.72e-19", "80.5", "TTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "5.38e-20", "83.4", "IGHD1-26*01", "100.0", "15.0", "0.0", "0.0", "456.0", "470.0", "3.0", "17.0", "0.000728", "28.8", "TATAGTGGGAGCTAC", "TATAGTGGGAGCTAC", "IGHD1-26*01", null, "0.000518", "29.5", "IGHV3-15*01", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTAAAGCCTGGGGGGTCCCTTAGACTCTCCTGTGCAGCCTCTGGATTCACTTTC............AGTAACGCCTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTTGGCCGTATTAAAAGCAAAACTGATGGTGGGACAACAGACTACGCTGCACCCGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCAAAAAACACGCTGTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACCACAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "520.0", "590.0", "132.0", "100.0", "IGHM", "20", "EVQLVESGGGLVKPGGSLRLSCAAS", "MSWVRQAPGKGLEWVGR", "DYAAPVKGRFTISRDDSKNTLYLQMNSLKTEDTAVYYC", "WGQGTLVTVSS", "GFTFSNAW", "IKSKTDGGTT", "TTDDEKRPYSGSYLPFDY", "EVQLVESGGGLVKPGGSLRLSCAASGFTFSNAWMSWVRQAPGKGLEWVGRIKSKTDGGTTDYAAPVKGRFTISRDDSKNTLYLQMNSLKTEDTAVYYCTTDDEKRPYSGSYLPFDYWGQGTLVTVSS", "EVQLVESGGGLVKPGGSLRLSCAASGFTFSNAWMSWVRQAPGKGLEWVGRIKSKTDGGTTDYAAPVKGRFTISRDDSKNTLYLQMNSLKTEDTAVYYCTT", "YSGSY", "FDYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[477]", "[519]", "[3.72e-19]", "0.0", "F", "F", "Standard", "B_VDJ_77_12_5_VJ_256_1_1" ], [ "17", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTGAGGGAG_contig_2", "TGGGGCTGGGGTCTCAGGAGGCAGCGCTCTCGGGACGTCTCCACCATGGCCTGGGCTCTGCTATTCCTCACCCTCCTCACTCAGGGCACAGGGTCCTGGGCCCAGTCTGCCCTGACTCAGCCTGCCTCCGTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGTGGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGATGTCAGTAATCGGCCCTCAGGGGTTTCTAATCGCTTCTCTGGCTCCAAGTCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV2-14*01,IGLV2-14*03", null, "IGLJ3*02", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGATGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGAGGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGCAGCTCATATACAAGCAGCAGCACTTGGGTGTTC", "CSSYTSSSTWVF", "102S155=1X138=", null, "396S1N37=", "F", "T", "IGL", "36", "0", null, "103", "396", "1", "336", null, null, null, null, "397", "433", "2", "38", "456.0", "0.9966", "3.52e-130", null, null, null, "71.8", "1.0", "1.75e-16", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACC", "GTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTAT", "AATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGC", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AGCAGTGACGTTGGT.........GGTTATAACTAT", "GATGTC.....................AGT", "AGCTCATATACAAGCAGCAGCACTTGGGTG", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTGAGGGAG", "6595", "54", "IGLV2-14", null, "IGLJ3", "TGCAGCTCATATACAAGCAGCAGCACTTGGGTGTTC", "CSSYTSSSTWVF", "IGLJ3*02", "100.0", "38.0", "0.0", "0.0", "396.0", "433.0", "1.0", "38.0", "2.45e-16", "71.3", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ3*02", null, "1.75e-16", "71.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV2-14*01,IGLV2-14*03", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGAGGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC3", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "434.0", "644.0", "390.0", "100.0", "IGLC3", "12", "QSALTQPASVSGSPGQSITISCTGT", "VSWYQQHPGKAPKLMIY", "NRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYC", "FGGGTKLTVL", "SSDVGGYNY", "DVS", "SSYTSSSTWV", "QSALTQPASVSGSPGQSITISCTGTSSDVGGYNYVSWYQQHPGKAPKLMIYDVSNRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYCSSYTSSSTWVFGGGTKLTVL", "QSALTQPASVSGSPGQSITISCTGTSSDVGGYNYVSWYQQHPGKAPKLMIYDVSNRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYCSSYTSSST", null, "WVFGGGTKLTVL", null, "[\"IGLJ3*02\"]", "1.0", "[396]", "[433]", "[2.45e-16]", "1.0", "F", "F", "Standard", "B_VDJ_238_9_1_VJ_199_1_1" ], [ "18", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTGAGGGAG_contig_1", "ACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACATCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGCAGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAGACGACTCCCGTGGTGACTGCTTCCACATACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV4-61*02", "IGHD2-21*02", "IGHJ6*02", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGAGACGACTCCCGTGGTGACTGCTTCCACATACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNGTGGTGACTGCTNNNNNNTACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "TGTGCGAGAGAGACGACTCCCGTGGTGACTGCTTCCACATACTACTACTACTACGGTATGGACGTCTGG", "CARETTPVVTASTYYYYYGMDVW", "92S299=", "401S11N12=", "419S2N61=", "F", "T", "IGH", "69", "10", "6.0", "93", "391", "1", "320", "402.0", "413.0", "12.0", "23.0", "420", "480", "3", "63", "467.0", "1.0", "1.56e-133", "23.8", "1.0", "0.026", "117.0", "1.0", "1.92e-30", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCT", "TGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGT", "AACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGT", "TGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "GGTGGCTCCATCAGC......AGTGGTAGTTACTAC", "ATCTATACCAGT.........GGGAGCACC", "GCGAGAGAGACGACTCCCGTGGTGACTGCTTCCACATACTACTACTACTACGGTATGGACGTC", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTGAGGGAG", "1209", "15", "IGHV4-61", null, "IGHJ6", "TGTGCGAGAGAGACGACTCCCGTGGTGACTGCTTCCACATACTACTACTACTACGGTATGGACGTCTGG", "CARETTPVVTASTYYYYYGMDVW", "IGHJ6*02", "100.0", "61.0", "0.0", "0.0", "420.0", "480.0", "3.0", "63.0", "3.4200000000000003e-29", "113.0", "TACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "TACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "IGHJ6*02", null, "1.92e-30", "117.0", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD2-21*02", null, "0.026", "23.8", "IGHV4-61*02", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGC......AGTGGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCAGACACGGCCGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNTACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "481.0", "551.0", "132.0", "100.0", "IGHM", "23", "QVQLQESGPGLVKPSQTLSLTCTVS", "WSWIRQPAGKGLEWIGR", "NYNPSLKSRVTISVDTSKNQFSLKLSSVTAADTAVYYC", "WGQGTTVTVSS", "GGSISSGSYY", "IYTSGST", "ARETTPVVTASTYYYYYGMDV", "QVQLQESGPGLVKPSQTLSLTCTVSGGSISSGSYYWSWIRQPAGKGLEWIGRIYTSGSTNYNPSLKSRVTISVDTSKNQFSLKLSSVTAADTAVYYCARETTPVVTASTYYYYYGMDVWGQGTTVTVSS", "QVQLQESGPGLVKPSQTLSLTCTVSGGSISSGSYYWSWIRQPAGKGLEWIGRIYTSGSTNYNPSLKSRVTISVDTSKNQFSLKLSSVTAADTAVYYCAR", "VVTA", "YYYYYGMDVWGQGTTVTVSS", null, "[\"IGHJ6*02\"]", "1.0", "[420]", "[480]", "[3.42e-29]", "0.0", "F", "F", "Standard", "B_VDJ_238_9_1_VJ_199_1_1" ], [ "19", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTGAGGGAG_contig_3", "AGAGAGGAGCCTTAGCCCTGGACTCCAAGGCCTTTCCACTTGGTGATCAGCACTGAGCACAGAGGACTCACCATGGAATTGGGGCTGAGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTTAGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGATGGAAGTGAGAAATACTATGTGGACTCTGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGAAGGACTATTACTATGATAGTAGTGGTTATTATCCCCCTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGCACCCACCAAGGCTCCGGATGTGTTCCCCATCATATCAGGGTGCAGACACCCAAAGGATAACAGCCCTGTGGTCCTGGCATGCTTGATAACTGGGTACCACC", "F", "F", "IGHV3-7*01", "IGHD3-22*01", "IGHJ4*02", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGAAGGACTATTACTATGATAGTAGTGGTTATTATCCCCCTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGANNNNNTATTACTATGATAGTAGTGGTTATTANNNNNCTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGCGAGAGAAGGACTATTACTATGATAGTAGTGGTTATTATCCCCCTACTTTGACTACTGG", "CAREGLLL***WLLSPYFDYW", "129S296=", "430S1N26=", "461S1N47=", "T", "T", "IGH", "63", "5", "5.0", "130", "425", "1", "320", "431.0", "456.0", "2.0", "27.0", "462", "508", "2", "48", "463.0", "1.0", "4.4200000000000006e-132", "50.7", "1.0", "2.14e-10", "91.1", "1.0", "2.69e-22", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCT", "ATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAAC", "TACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGATTCACCTTT............AGTAGCTATTGG", "ATAAAGCAAGAT......GGAAGTGAGAAA", "GCGAGAGAAGGACTATTACTATGATAGTAGTGGTTATTATCCCCCTACTTTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTGAGGGAG", "261", "4", "IGHV3-7", "IGHD3-22", "IGHJ4", null, null, "IGHJ4*02", "100.0", "47.0", "0.0", "0.0", "462.0", "508.0", "2.0", "48.0", "2.3e-21", "87.9", "CTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "CTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "2.69e-22", "91.1", "IGHD3-22*01", "100.0", "26.0", "0.0", "0.0", "431.0", "456.0", "2.0", "27.0", "5.78e-10", "49.1", "TATTACTATGATAGTAGTGGTTATTA", "TATTACTATGATAGTAGTGGTTATTA", "IGHD3-22*01", null, "2.14e-10", "50.7", "IGHV3-7*01", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNCTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHD", "CACCCACCAAGGCTCCGGATGTGTTCCCCATCATATCAGGGTGCAGACACCCAAAGGATAACAGCCCTGTGGTCCTGGCATGCTTGATAACTGGGTACCACC", "CACCCACCAAGGCTCCGGATGTGTTCCCCATCATATCAGGGTGCAGACACCCAAAGGATAACAGCCCTGTGGTCCTGGCATGCTTGATAACTGGGTACCACC", "509.0", "610.0", "189.0", "100.0", "IGHD", "21", "EVQLVESGGGLVQPGGSLRLSCAAS", "MSWVRQAPGKGLEWVAN", "YYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYC", "WGQGTLVTVSS", "GFTFSSYW", "IKQDGSEK", "AREGLLL***WLLSPYFDY", "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYWMSWVRQAPGKGLEWVANIKQDGSEKYYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYCAREGLLL***WLLSPYFDYWGQGTLVTVSS", "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYWMSWVRQAPGKGLEWVANIKQDGSEKYYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYCAR", "LL***WLL", "YFDYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[462]", "[508]", "[2.3e-21]", "0.0", "T", "T", "Standard", null ], [ "20", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGCAGATCCAT_contig_1", "GGGGAGAAGTCTCTCTCAGTCAGGACACAGCATGGACATGAGGGTCCCTGCTCAGCTCCTGGGACTCCTGCTGCTCTGGCTCCCAGATACCAGATGTGACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCGAGTCAGGGCATTAGCAATTATTTAGCCTGGTATCAGCAGAAACCAGGGAAAGTTCCTAAGCTCCTGATCTATGCTGCATCCACTTTGCAATCAGGGGTCCCATCTCGGTTCAGTGGCAGTGGATCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACTTATTACTGTCAAAAGTATAACAGTGCCCCATTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV1-27*01", null, "IGKJ3*01", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCGAGTCAGGGCATT..................AGCAATTATTTAGCCTGGTATCAGCAGAAACCAGGGAAAGTTCCTAAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAATCAGGGGTCCCA...TCTCGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACTTATTACTGTCAAAAGTATAACAGTGCCCCATTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCGAGTCAGGGCATT..................AGCAATTATTTAGCCTGGTATCAGCAGAAACCAGGGAAAGTTCCTAAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAATCAGGGGTCCCA...TCTCGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACTTATTACTGTCAAAAGTATAACAGTGCCCCATTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "TGTCAAAAGTATAACAGTGCCCCATTCACTTTC", "CQKYNSAPFTF", "97S284=", null, "381S38=", "F", "T", "IGK", "33", "0", null, "98", "381", "1", "332", null, null, null, null, "382", "419", "1", "38", "444.0", "1.0", "1.7e-126", null, null, null, "73.7", "1.0", "3.96e-17", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCGAGT", "TTAGCCTGGTATCAGCAGAAACCAGGGAAAGTTCCTAAGCTCCTGATCTAT", "ACTTTGCAATCAGGGGTCCCA...TCTCGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACTTATTACTGT", "TTCGGCCCTGGGACCAAAGTGGATATCAAAC", "CAGGGCATT..................AGCAATTAT", "GCTGCA.....................TCC", "CAAAAGTATAACAGTGCCCCATTCACT", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGCAGATCCAT", "9503", "70", "IGKV1-27", null, "IGKJ3", "TGTCAAAAGTATAACAGTGCCCCATTCACTTTC", "CQKYNSAPFTF", "IGKJ3*01", "100.0", "38.0", "0.0", "0.0", "382.0", "419.0", "1.0", "38.0", "2.11e-16", "71.3", "ATTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "ATTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "IGKJ3*01", null, "3.96e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1-27*01", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCGAGTCAGGGCATT..................AGCAATTATTTAGCCTGGTATCAGCAGAAACCAGGGAAAGTTCCTAAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAATCAGGGGTCCCA...TCTCGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGCCTGAAGATGTTGCAACTTATTACTGTCAAAAGTATAACAGTGCCCCATTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "419.0", "555.0", "254.0", "100.0", "IGKC", "11", "DIQMTQSPSSLSASVGDRVTITCRAS", "LAWYQQKPGKVPKLLIY", "TLQSGVPSRFSGSGSGTDFTLTISSLQPEDVATYYC", "FGPGTKVDIK", "QGISNY", "AAS", "QKYNSAPFT", "DIQMTQSPSSLSASVGDRVTITCRASQGISNYLAWYQQKPGKVPKLLIYAASTLQSGVPSRFSGSGSGTDFTLTISSLQPEDVATYYCQKYNSAPFTFGPGTKVDIK", "DIQMTQSPSSLSASVGDRVTITCRASQGISNYLAWYQQKPGKVPKLLIYAASTLQSGVPSRFSGSGSGTDFTLTISSLQPEDVATYYCQKYNSAP", null, "FTFGPGTKVDIK", null, "[\"IGKJ3*01\"]", "1.0", "[382]", "[419]", "[2.11e-16]", "0.0", "F", "F", "Standard", "B_VDJ_14_11_2_VJ_29_2_1" ], [ "21", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGCAGATCCAT_contig_2", "GGGAGCATCACCCAGCAACCACATCTGTCCTCTAGAGAATCCCCTGAGAGCTCCGTTCCTCACCATGGACTGGACCTGGAGGATCCTCTTCTTGGTGGCAGCAGCCACAGGAGCCCACTCCCAGGTGCAGCTGGTGCAGTCTGGGGCTGAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTCACCGGCTACTATATGCACTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGACGGATCAACCCTAACAGTGGTGGCACAAACTATGCACAGAAGTTTCAGGGCAGGGTCACCATGACCAGGGACACGTCCATCAGCACAGCCTACATGGAGCTGAGCAGGCTGAGATCTGACGACACGGTCGTGTATTACTGTGCGAGGGGGGGTCGTGTGTCAGTGGCTGTGTATTGGGACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV1-2*05", "IGHD6-19*01", "IGHJ6*02", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCGGCTACTATATGCACTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGACGGATCAACCCTAAC......AGTGGTGGCACAAACTATGCACAGAAGTTTCAG...GGCAGGGTCACCATGACCAGGGACACGTCCATCAGCACAGCCTACATGGAGCTGAGCAGGCTGAGATCTGACGACACGGTCGTGTATTACTGTGCGAGGGGGGGTCGTGTGTCAGTGGCTGTGTATTGGGACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCGGCTACTATATGCACTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGACGGATCAACCCTAAC......AGTGGTGGCACAAACTATGCACAGAAGTTTCAG...GGCAGGGTCACCATGACCAGGGACACGTCCATCAGCACAGCCTACATGGAGCTGAGCAGGCTGAGATCTGACGACACGGTCGTGTATTACTGTGCGAGNNNNNNNNNNNNNNCAGTGGCTGNNNNNNNNNACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "TGTGCGAGGGGGGGTCGTGTGTCAGTGGCTGTGTATTGGGACTACTACTACTACGGTATGGACGTCTGG", "CARGGRVSVAVYWDYYYYGMDVW", "121S293=", "428S8N9=", "446S3N60=", "F", "T", "IGH", "69", "14", "9.0", "122", "414", "1", "317", "429.0", "437.0", "9.0", "17.0", "447", "506", "4", "63", "458.0", "1.0", "1.0600000000000002e-130", "18.0", "1.0", "1.5", "116.0", "1.0", "7.61e-30", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCT", "ATGCACTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGACGG", "AACTATGCACAGAAGTTTCAG...GGCAGGGTCACCATGACCAGGGACACGTCCATCAGCACAGCCTACATGGAGCTGAGCAGGCTGAGATCTGACGACACGGTCGTGTATTACTGT", "TGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "GGATACACCTTC............ACCGGCTACTAT", "ATCAACCCTAAC......AGTGGTGGCACA", "GCGAGGGGGGGTCGTGTGTCAGTGGCTGTGTATTGGGACTACTACTACTACGGTATGGACGTC", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGCAGATCCAT", "4231", "42", "IGHV1-2", null, "IGHJ6", "TGTGCGAGGGGGGGTCGTGTGTCAGTGGCTGTGTATTGGGACTACTACTACTACGGTATGGACGTCTGG", "CARGGRVSVAVYWDYYYYGMDVW", "IGHJ6*02", "100.0", "60.0", "0.0", "0.0", "447.0", "506.0", "4.0", "63.0", "1.29e-28", "111.0", "ACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "ACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "IGHJ6*02", null, "7.61e-30", "116.0", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD6-19*01", null, "1.5", "18.0", "IGHV1-2*02", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCGGCTACTATATGCACTGGGTGCGACAGGCCCCTGGACAAGGGCTTGAGTGGATGGGATGGATCAACCCTAAC......AGTGGTGGCACAAACTATGCACAGAAGTTTCAG...GGCAGGGTCACCATGACCAGGGACACGTCCATCAGCACAGCCTACATGGAGCTGAGCAGGCTGAGATCTGACGACACGGCCGTGTATTACTGTGCGAGNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "507.0", "577.0", "132.0", "100.0", "IGHM", "23", "QVQLVQSGAEVKKPGASVKVSCKAS", "MHWVRQAPGQGLEWMGR", "NYAQKFQGRVTMTRDTSISTAYMELSRLRSDDTVVYYC", "WGQGTTVTVSS", "GYTFTGYY", "INPNSGGT", "ARGGRVSVAVYWDYYYYGMDV", "QVQLVQSGAEVKKPGASVKVSCKASGYTFTGYYMHWVRQAPGQGLEWMGRINPNSGGTNYAQKFQGRVTMTRDTSISTAYMELSRLRSDDTVVYYCARGGRVSVAVYWDYYYYGMDVWGQGTTVTVSS", "QVQLVQSGAEVKKPGASVKVSCKASGYTFTGYYMHWVRQAPGQGLEWMGRINPNSGGTNYAQKFQGRVTMTRDTSISTAYMELSRLRSDDTVVYYCA", "VA", "YYYYGMDVWGQGTTVTVSS", null, "[\"IGHJ6*02\"]", "1.0", "[447]", "[506]", "[1.29e-28]", "2.0", "F", "F", "Standard", "B_VDJ_14_11_2_VJ_29_2_1" ], [ "22", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGCAGATCCAT_contig_3", "AGGAGTCAGACCCAGTCAGGACACAGCATGGACATGAGGGTCCCCGCTCAGCTCCTGGGGCTCCTGCTGCTCTGGCTCCCAGGTGCCAGATGTGTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATTAGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCATCCACTTTGCAAAGTGGGGTCCCATCAAGGTTCAGTGGCAGTGGATCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "F", "IGKV1D-8*01", null, "IGKJ1*01", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "TGTCAACAGTATTATAGTTTCCCTGGACGTTC", "CQQYYSFPGR", "93S285=", null, "378S2N36=", "F", "F", "IGK", "32", "0", null, "94", "378", "1", "333", null, null, null, null, "379", "414", "3", "38", "445.0", "1.0", "5.72e-127", null, null, null, "69.9", "1.0", "5.64e-16", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGT", "TTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTAT", "ACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGT", "TTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "CAGGGCATT..................AGCAGTTAT", "GCTGCA.....................TCC", "CAACAGTATTATAGTTTCCCTGGACG", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGCAGATCCAT", "2171", "16", "IGKV1D-8", null, "IGKJ1", null, null, "IGKJ1*01", "100.0", "37.0", "0.0", "0.0", "378.0", "414.0", "2.0", "38.0", "7.5e-16", "69.4", "TGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "TGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "IGKJ1*01", null, "5.64e-16", "69.9", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1D-8*01", "GTCATCTGGATGACCCAGTCTCCATCCTTACTCTCTGCATCTACAGGAGACAGAGTCACCATCAGTTGTCGGATGAGTCAGGGCATT..................AGCAGTTATTTAGCCTGGTATCAGCAAAAACCAGGGAAAGCCCCTGAGCTCCTGATCTATGCTGCA.....................TCCACTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGTTGCCTGCAGTCTGAAGATTTTGCAACTTATTACTGTCAACAGTATTATAGTTTCCCTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "414.0", "550.0", "254.0", "100.0", "IGKC", "11", "VIWMTQSPSLLSASTGDRVTISCRMS", "LAWYQQKPGKAPELLIY", "TLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYC", "SAKGPRWKS", "QGISSY", "AAS", "QQYYSFPGR", "VIWMTQSPSLLSASTGDRVTISCRMSQGISSYLAWYQQKPGKAPELLIYAASTLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYCQQYYSFPGRSAKGPRWKSN", "VIWMTQSPSLLSASTGDRVTISCRMSQGISSYLAWYQQKPGKAPELLIYAASTLQSGVPSRFSGSGSGTDFTLTISCLQSEDFATYYCQQYYSFP", null, "GRSAKGPRWKSN", null, "[\"IGKJ1*01\"]", "1.0", "[378]", "[414]", "[7.5e-16]", "0.0", "T", "T", "Standard", null ], [ "23", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGGTACAAGTA_contig_1", "AGGAGTCAGACCCAGTCAGGACACAGCATGGACATGAGGGTCCCCGCTCAGCTCCTGGGGCTCCTGCTGCTCTGGCTCCCAGGTGCCAAATGTGACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATTAGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCGTCTAGTTTAGAAAGTGGGGTCCCATCAAGGTTCAGCGGCAGTGGATCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV1-5*03", null, "IGKJ1*01", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATT..................AGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCG.....................TCTAGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATT..................AGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCG.....................TCTAGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "TGCCAACAGTATAATAGTTATTCGTGGACGTTC", "CQQYNSYSWTF", "93S284=", null, "377S38=", "F", "T", "IGK", "33", "0", null, "94", "377", "1", "332", null, null, null, null, "378", "415", "1", "38", "444.0", "1.0", "1.69e-126", null, null, null, "73.7", "1.0", "3.93e-17", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGT", "TTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTAT", "AGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGC", "TTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "CAGAGTATT..................AGTAGCTGG", "AAGGCG.....................TCT", "CAACAGTATAATAGTTATTCGTGGACG", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGGTACAAGTA", "6998", "49", "IGKV1-5", null, "IGKJ1", "TGCCAACAGTATAATAGTTATTCGTGGACGTTC", "CQQYNSYSWTF", "IGKJ1*01", "100.0", "38.0", "0.0", "0.0", "378.0", "415.0", "1.0", "38.0", "2.09e-16", "71.3", "GTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "IGKJ1*01", null, "3.93e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1-5*03", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATT..................AGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCG.....................TCTAGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "415.0", "551.0", "254.0", "100.0", "IGKC", "11", "DIQMTQSPSTLSASVGDRVTITCRAS", "LAWYQQKPGKAPKLLIY", "SLESGVPSRFSGSGSGTEFTLTISSLQPDDFATYYC", "FGQGTKVEIK", "QSISSW", "KAS", "QQYNSYSWT", "DIQMTQSPSTLSASVGDRVTITCRASQSISSWLAWYQQKPGKAPKLLIYKASSLESGVPSRFSGSGSGTEFTLTISSLQPDDFATYYCQQYNSYSWTFGQGTKVEIK", "DIQMTQSPSTLSASVGDRVTITCRASQSISSWLAWYQQKPGKAPKLLIYKASSLESGVPSRFSGSGSGTEFTLTISSLQPDDFATYYCQQYNSYS", null, "WTFGQGTKVEIK", null, "[\"IGKJ1*01\"]", "1.0", "[378]", "[415]", "[2.09e-16]", "0.0", "F", "F", "Standard", "B_VDJ_57_7_1_VJ_46_3_1" ], [ "24", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGGTACAAGTA_contig_2", "GGGGAGTGACTCCTGTGCCCCACCATGGACACACTTTGCTCCACGCTCCTGCTGCTGACCATCCCTTCATGGGTCTTGTCCCAGATCACCTTGAAGGAGTCTGGTCCTACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGCACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGATGATGATAAGCGCTACAGCCCATCTCTGAAGAGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGCGCCCAATATTACGATATTTTGACTGGTTATTATAAGGCGCCGTGGGGGGGTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV2-5*02", "IGHD3-9*01", "IGHJ3*02", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGC......ACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGAT.........GATGATAAGCGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGCGCCCAATATTACGATATTTTGACTGGTTATTATAAGGCGCCGTGGGGGGGTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGC......ACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGAT.........GATGATAAGCGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGNNNNNNNTATTACGATATTTTGACTGGTTATTATAANNNNNNNNNNNNNNNTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCACACAGCGCCCAATATTACGATATTTTGACTGGTTATTATAAGGCGCCGTGGGGGGGTGCTTTTGATATCTGG", "CAHSAQYYDILTGYYKAPWGGAFDIW", "81S299=", "387S1N29=", "431S3N47=", "F", "T", "IGH", "78", "7", "15.0", "82", "380", "1", "320", "388.0", "416.0", "2.0", "30.0", "432", "478", "4", "50", "467.0", "1.0", "1.55e-133", "56.4", "1.0", "3.8e-12", "91.1", "1.0", "2.42e-22", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCT", "GTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTC", "CGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGGTTCTCACTCAGC......ACTAGTGGAGTGGGT", "ATTTATTGGGAT.........GATGATAAG", "GCACACAGCGCCCAATATTACGATATTTTGACTGGTTATTATAAGGCGCCGTGGGGGGGTGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AAAGTAGGTACAAGTA", "3954", "34", "IGHV2-5", "IGHD3-9", "IGHJ3", "TGTGCACACAGCGCCCAATATTACGATATTTTGACTGGTTATTATAAGGCGCCGTGGGGGGGTGCTTTTGATATCTGG", "CAHSAQYYDILTGYYKAPWGGAFDIW", "IGHJ3*02", "100.0", "47.0", "0.0", "0.0", "432.0", "478.0", "4.0", "50.0", "2.07e-21", "87.9", "TGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "2.42e-22", "91.1", "IGHD3-9*01", "100.0", "29.0", "0.0", "0.0", "388.0", "416.0", "2.0", "30.0", "1.21e-11", "54.7", "TATTACGATATTTTGACTGGTTATTATAA", "TATTACGATATTTTGACTGGTTATTATAA", "IGHD3-9*01", null, "3.8e-12", "56.4", "IGHV2-5*02", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGC......ACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGAT.........GATGATAAGCGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNTGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "479.0", "549.0", "132.0", "100.0", "IGHM", "26", "QITLKESGPTLVKPTQTLTLTCTFS", "VGWIRQPPGKALEWLAL", "RYSPSLKSRLTITKDTSKNQVVLTMTNMDPVDTATYYC", "WGQGTMVTVSS", "GFSLSTSGVG", "IYWDDDK", "AHSAQYYDILTGYYKAPWGGAFDI", "QITLKESGPTLVKPTQTLTLTCTFSGFSLSTSGVGVGWIRQPPGKALEWLALIYWDDDKRYSPSLKSRLTITKDTSKNQVVLTMTNMDPVDTATYYCAHSAQYYDILTGYYKAPWGGAFDIWGQGTMVTVSS", "QITLKESGPTLVKPTQTLTLTCTFSGFSLSTSGVGVGWIRQPPGKALEWLALIYWDDDKRYSPSLKSRLTITKDTSKNQVVLTMTNMDPVDTATYYCAH", "YYDILTGYY", "AFDIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[432]", "[478]", "[2.07e-21]", "0.0", "F", "F", "Standard", "B_VDJ_57_7_1_VJ_46_3_1" ], [ "25", "sc5p_v2_hs_PBMC_10k_b_AACACGTAGACACGAC_contig_2", "TGGGGAGGAGTCAGTCTCAGTCAGGACACAGCATGGACATGAGGGTCCCCGCTCAGCTCCTGGGGCTCCTGCTACTCTGGCTCCGAGGTGCCAGATGTGACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCAAGTCAGAGCATTAGCAGCTATTTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCATCCAGTTTGCAAAGTGGGGTCCCATCAAGGTTCAGTGGCAGTGGATCTGGGACAGATTTCACTCTCACCATCAGCAGTCTGCAACCTGAAGATTTTGCAACTTACTACTGTCAACAGAGTTACAGTACCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV1-39*01,IGKV1D-39*01", null, "IGKJ2*01", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCAAGTCAGAGCATT..................AGCAGCTATTTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCA.....................TCCAGTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGTCTGCAACCTGAAGATTTTGCAACTTACTACTGTCAACAGAGTTACAGTACCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCAAGTCAGAGCATT..................AGCAGCTATTTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCA.....................TCCAGTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGTCTGCAACCTGAAGATTTTGCAACTTACTACTGTCAACAGAGTTACAGTACCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "TGTCAACAGAGTTACAGTACCCCGTACACTTTT", "CQQSYSTPYTF", "98S284=", null, "382S1N38=", "F", "T", "IGK", "33", "0", null, "99", "382", "1", "332", null, null, null, null, "383", "420", "2", "39", "444.0", "1.0", "1.7e-126", null, null, null, "73.7", "1.0", "3.97e-17", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCAAGT", "TTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTAT", "AGTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGTCTGCAACCTGAAGATTTTGCAACTTACTACTGT", "TTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "CAGAGCATT..................AGCAGCTAT", "GCTGCA.....................TCC", "CAACAGAGTTACAGTACCCCGTACACT", "sc5p_v2_hs_PBMC_10k_b_AACACGTAGACACGAC", "5598", "43", "IGKV1D-39", null, "IGKJ2", "TGTCAACAGAGTTACAGTACCCCGTACACTTTT", "CQQSYSTPYTF", "IGKJ2*01", "100.0", "38.0", "0.0", "0.0", "383.0", "420.0", "2.0", "39.0", "2.11e-16", "71.3", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "IGKJ2*01", null, "3.97e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1-39*01,IGKV1D-39*01", "GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCAAGTCAGAGCATT..................AGCAGCTATTTAAATTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATGCTGCA.....................TCCAGTTTGCAAAGTGGGGTCCCA...TCAAGGTTCAGTGGCAGTGGA......TCTGGGACAGATTTCACTCTCACCATCAGCAGTCTGCAACCTGAAGATTTTGCAACTTACTACTGTCAACAGAGTTACAGTACCCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "420.0", "556.0", "254.0", "100.0", "IGKC", "11", "DIQMTQSPSSLSASVGDRVTITCRAS", "LNWYQQKPGKAPKLLIY", "SLQSGVPSRFSGSGSGTDFTLTISSLQPEDFATYYC", "FGQGTKLEIK", "QSISSY", "AAS", "QQSYSTPYT", "DIQMTQSPSSLSASVGDRVTITCRASQSISSYLNWYQQKPGKAPKLLIYAASSLQSGVPSRFSGSGSGTDFTLTISSLQPEDFATYYCQQSYSTPYTFGQGTKLEIK", "DIQMTQSPSSLSASVGDRVTITCRASQSISSYLNWYQQKPGKAPKLLIYAASSLQSGVPSRFSGSGSGTDFTLTISSLQPEDFATYYCQQSYSTP", null, "YTFGQGTKLEIK", null, "[\"IGKJ2*01\"]", "1.0", "[383]", "[420]", "[2.11e-16]", "0.0", "F", "F", "Standard", "B_VDJ_153_8_6_VJ_40_2_1" ], [ "26", "sc5p_v2_hs_PBMC_10k_b_AACACGTAGACACGAC_contig_1", "AGGTCTCAGAGAGGAGCCTTAGCCCTGGACTCCAAGGCCTTTCCACTTGGTGATCAGCACTGAGCACAGAGGACTCACCATGGAATTGGGGCTGAGCTGGGTTTTCCTTGTTGCTATTTTAGAAGGTGTCCAGTGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTTAGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGATGGAAGTGAGAAATACTATGTGGACTCTGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGATGATTTCGGGGGAGCTACTTTTTATTCCTCTTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV3-7*01", "IGHD1-26*01", "IGHJ4*02", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGATGATTTCGGGGGAGCTACTTTTTATTCCTCTTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGANNNNNNNNNGGGAGCTACTNNNNNNNNNNNNTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGCGAGAGATGATTTCGGGGGAGCTACTTTTTATTCCTCTTTTGACTACTGG", "CARDDFGGATFYSSFDYW", "136S296=", "441S8N10=", "463S5N43=", "F", "T", "IGH", "54", "9", "12.0", "137", "432", "1", "320", "442.0", "451.0", "9.0", "18.0", "464", "506", "6", "48", "463.0", "1.0", "4.1700000000000006e-132", "19.9", "1.0", "0.4", "83.4", "1.0", "5.259999999999999e-20", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCT", "ATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAAC", "TACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGATTCACCTTT............AGTAGCTATTGG", "ATAAAGCAAGAT......GGAAGTGAGAAA", "GCGAGAGATGATTTCGGGGGAGCTACTTTTTATTCCTCTTTTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AACACGTAGACACGAC", "3256", "33", "IGHV3-7", null, "IGHJ4", "TGTGCGAGAGATGATTTCGGGGGAGCTACTTTTTATTCCTCTTTTGACTACTGG", "CARDDFGGATFYSSFDYW", "IGHJ4*02", "100.0", "43.0", "0.0", "0.0", "464.0", "506.0", "6.0", "48.0", "3.64e-19", "80.5", "TTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "5.26e-20", "83.4", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD1-26*01", null, "0.4", "19.9", "IGHV3-7*01", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............AGTAGCTATTGGATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTGGCCAACATAAAGCAAGAT......GGAAGTGAGAAATACTATGTGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCACTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "507.0", "577.0", "132.0", "100.0", "IGHM", "18", "EVQLVESGGGLVQPGGSLRLSCAAS", "MSWVRQAPGKGLEWVAN", "YYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYC", "WGQGTLVTVSS", "GFTFSSYW", "IKQDGSEK", "ARDDFGGATFYSSFDY", "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYWMSWVRQAPGKGLEWVANIKQDGSEKYYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYCARDDFGGATFYSSFDYWGQGTLVTVSS", "EVQLVESGGGLVQPGGSLRLSCAASGFTFSSYWMSWVRQAPGKGLEWVANIKQDGSEKYYVDSVKGRFTISRDNAKNSLYLQMNSLRAEDTAVYYCAR", "GAT", "FDYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[464]", "[506]", "[3.64e-19]", "0.0", "F", "F", "Standard", "B_VDJ_153_8_6_VJ_40_2_1" ], [ "27", "sc5p_v2_hs_PBMC_10k_b_AACACGTCACAGACAG_contig_1", "GGGGCCCTGAGAGCATCACTCAACAACCACATCTGTCCTCTAGAGAAAACCCTGTGAGCACAGCTCCTCACCATGGACTGGACCTGGAGGATCCTCTTCTTGGTGGCAGCAGCTACAAGTGCCCACTCCCAGGTGCAGCTGGTGCAGTCTGGGGCTGAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTCACCAGTTATGATATCAACTGGGTGCGACAGGCCACTGGACAAGGGCTTGAGTGGATGGGATGGATGAACCCTAACAGTGGTAACACAGGCTATGCACAGAAGTTCCAGGGCAGAGTCACCATGACCAGGAACACCTCCATAAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGAGAGCCGCGAAGATTTTTGGAGTGGTTACCGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV1-8*01", "IGHD3-3*01", "IGHJ3*02", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCAGTTATGATATCAACTGGGTGCGACAGGCCACTGGACAAGGGCTTGAGTGGATGGGATGGATGAACCCTAAC......AGTGGTAACACAGGCTATGCACAGAAGTTCCAG...GGCAGAGTCACCATGACCAGGAACACCTCCATAAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGAGAGCCGCGAAGATTTTTGGAGTGGTTACCGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCAGTTATGATATCAACTGGGTGCGACAGGCCACTGGACAAGGGCTTGAGTGGATGGGATGGATGAACCCTAAC......AGTGGTAACACAGGCTATGCACAGAAGTTCCAG...GGCAGAGTCACCATGACCAGGAACACCTCCATAAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGAGAGNNNNNNNGATTTTTGGAGTGGTTANNGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTGCGAGAGCCGCGAAGATTTTTGGAGTGGTTACCGCTTTTGATATCTGG", "CARAAKIFGVVTAFDIW", "129S295=", "431S7N17=", "450S4N46=", "F", "T", "IGH", "51", "7", "2.0", "130", "424", "1", "319", "432.0", "448.0", "8.0", "24.0", "451", "496", "5", "50", "461.0", "1.0", "1.21e-131", "33.4", "1.0", "3.46e-05", "89.1", "1.0", "9.48e-22", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCT", "ATCAACTGGGTGCGACAGGCCACTGGACAAGGGCTTGAGTGGATGGGATGG", "GGCTATGCACAGAAGTTCCAG...GGCAGAGTCACCATGACCAGGAACACCTCCATAAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGATACACCTTC............ACCAGTTATGAT", "ATGAACCCTAAC......AGTGGTAACACA", "GCGAGAGCCGCGAAGATTTTTGGAGTGGTTACCGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AACACGTCACAGACAG", "4629", "44", "IGHV1-8", null, "IGHJ3", "TGTGCGAGAGCCGCGAAGATTTTTGGAGTGGTTACCGCTTTTGATATCTGG", "CARAAKIFGVVTAFDIW", "IGHJ3*02", "100.0", "46.0", "0.0", "0.0", "451.0", "496.0", "5.0", "50.0", "7.69e-21", "86.1", "GCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "9.48e-22", "89.1", "IGHD3-3*01", "100.0", "17.0", "0.0", "0.0", "432.0", "448.0", "8.0", "24.0", "5.84e-05", "32.5", "GATTTTTGGAGTGGTTA", "GATTTTTGGAGTGGTTA", "IGHD3-3*01", null, "3.46e-05", "33.4", "IGHV1-8*01", "CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTGGGGCCTCAGTGAAGGTCTCCTGCAAGGCTTCTGGATACACCTTC............ACCAGTTATGATATCAACTGGGTGCGACAGGCCACTGGACAAGGGCTTGAGTGGATGGGATGGATGAACCCTAAC......AGTGGTAACACAGGCTATGCACAGAAGTTCCAG...GGCAGAGTCACCATGACCAGGAACACCTCCATAAGCACAGCCTACATGGAGCTGAGCAGCCTGAGATCTGAGGACACGGCCGTGTATTACTGTGCGAGAGNNNNNNNNNNNNNNNNNNNNNNNNNNGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "497.0", "567.0", "132.0", "100.0", "IGHM", "17", "QVQLVQSGAEVKKPGASVKVSCKAS", "INWVRQATGQGLEWMGW", "GYAQKFQGRVTMTRNTSISTAYMELSSLRSEDTAVYYC", "WGQGTMVTVSS", "GYTFTSYD", "MNPNSGNT", "ARAAKIFGVVTAFDI", "QVQLVQSGAEVKKPGASVKVSCKASGYTFTSYDINWVRQATGQGLEWMGWMNPNSGNTGYAQKFQGRVTMTRNTSISTAYMELSSLRSEDTAVYYCARAAKIFGVVTAFDIWGQGTMVTVSS", "QVQLVQSGAEVKKPGASVKVSCKASGYTFTSYDINWVRQATGQGLEWMGWMNPNSGNTGYAQKFQGRVTMTRNTSISTAYMELSSLRSEDTAVYYCAR", "IFGVV", "AFDIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[451]", "[496]", "[7.69e-21]", "0.0", "F", "F", "Standard", "B_VDJ_47_3_1_VJ_126_5_1" ], [ "28", "sc5p_v2_hs_PBMC_10k_b_AACACGTCACAGACAG_contig_2", "AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCATGGAAACCCCAGCGCAGCTTCTCTTCCTCCTGCTACTCTGGCTCCCAGATACCACCGGAGAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGCAGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCATCCAGCAGGGCCACTGGCATCCCAGACAGGTTCAGTGGCAGTGGGTCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV3-20*01", null, "IGKJ1*01", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "TGTCAGCAGTATGGTAGCTCACCGTGGACGTTC", "CQQYGSSPWTF", "104S287=", null, "391S38=", "F", "T", "IGK", "33", "0", null, "105", "391", "1", "332", null, null, null, null, "392", "429", "1", "38", "449.0", "1.0", "6.79e-128", null, null, null, "73.7", "1.0", "4.03e-17", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGT", "TTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTAT", "AGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGT", "TTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "CAGAGTGTTAGC...............AGCAGCTAC", "GGTGCA.....................TCC", "CAGCAGTATGGTAGCTCACCGTGGACG", "sc5p_v2_hs_PBMC_10k_b_AACACGTCACAGACAG", "4199", "29", "IGKV3-20", null, "IGKJ1", "TGTCAGCAGTATGGTAGCTCACCGTGGACGTTC", "CQQYGSSPWTF", "IGKJ1*01", "100.0", "38.0", "0.0", "0.0", "392.0", "429.0", "1.0", "38.0", "2.14e-16", "71.3", "GTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "IGKJ1*01", null, "4.03e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV3-20*01", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "429.0", "565.0", "254.0", "100.0", "IGKC", "11", "EIVLTQSPGTLSLSPGERATLSCRAS", "LAWYQQKPGQAPRLLIY", "SRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYC", "FGQGTKVEIK", "QSVSSSY", "GAS", "QQYGSSPWT", "EIVLTQSPGTLSLSPGERATLSCRASQSVSSSYLAWYQQKPGQAPRLLIYGASSRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYCQQYGSSPWTFGQGTKVEIK", "EIVLTQSPGTLSLSPGERATLSCRASQSVSSSYLAWYQQKPGQAPRLLIYGASSRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYCQQYGSSP", null, "WTFGQGTKVEIK", null, "[\"IGKJ1*01\"]", "1.0", "[392]", "[429]", "[2.14e-16]", "0.0", "F", "F", "Standard", "B_VDJ_47_3_1_VJ_126_5_1" ], [ "29", "sc5p_v2_hs_PBMC_10k_b_AACACGTTCCCTTGTG_contig_2", "AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCATGGAAACCCCAGCGCAGCTTCTCTTCCTCCTGCTACTCTGGCTCCCAGTCTCAGATACCACCGGAGAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTATCAGGACCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCATCCAGCAGGGCCACTGGCATCCCAGACAGATTCAGTGGCAGTGGGTCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTACTACTGTCAGCAATATGGTAGCTCACTTCCGTACACTTTTGGCCAGGGGACCAAGGTGGAGATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV3-20*01", null, "IGKJ2*01", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTATC...............AGGACCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGATTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTACTACTGTCAGCAATATGGTAGCTCACTTCCGTACACTTTTGGCCAGGGGACCAAGGTGGAGATCAAAC", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACCTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "TGTCAGCAATATGGTAGCTCACTTCCGTACACTTTT", "CQQYGSSLPYTF", "110S88=1X3=1X1=1X90=1X74=1X11=1X13=1X3=", null, "400S1N25=1X12=", "F", "T", "IGK", "36", "0", null, "111", "400", "1", "335", null, null, null, null, "401", "438", "2", "39", "431.0", "0.97586", "9.97e-123", null, null, null, "68.0", "0.97368", "2.23e-15", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGT", "TTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTAT", "AGCAGGGCCACTGGCATCCCA...GACAGATTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTACTACTGT", "TTTGGCCAGGGGACCAAGGTGGAGATCAAAC", "CAGAGTGTTATC...............AGGACCTAC", "GGTGCA.....................TCC", "CAGCAATATGGTAGCTCACTTCCGTACACT", "sc5p_v2_hs_PBMC_10k_b_AACACGTTCCCTTGTG", "11690", "80", "IGKV3-20", null, "IGKJ2", "TGTCAGCAATATGGTAGCTCACTTCCGTACACTTTT", "CQQYGSSLPYTF", "IGKJ2*01", "97.368", "38.0", "1.0", "0.0", "401.0", "438.0", "2.0", "39.0", "1.01e-14", "65.8", "GTACACTTTTGGCCAGGGGACCAAGGTGGAGATCAAAC", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "IGKJ2*01", null, "2.23e-15", "68.0", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV3-20*01", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACCTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "438.0", "574.0", "254.0", "100.0", "IGKC", "12", "EIVLTQSPGTLSLSPGERATLSCRAS", "LAWYQQKPGQAPRLLIY", "SRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYC", "FGQGTKVEIK", "QSVIRTY", "GAS", "QQYGSSLPYT", "EIVLTQSPGTLSLSPGERATLSCRASQSVIRTYLAWYQQKPGQAPRLLIYGASSRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYCQQYGSSLPYTFGQGTKVEIK", "EIVLTQSPGTLSLSPGERATLSCRASQSVIRTYLAWYQQKPGQAPRLLIYGASSRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYCQQYGSSLP", null, "YTFGQGTKVEIK", null, "[\"IGKJ2*01\"]", "1.0", "[401]", "[438]", "[1.01e-14]", "8.0", "F", "F", "Standard", "B_VDJ_174_4_1_VJ_127_3_1" ], [ "30", "sc5p_v2_hs_PBMC_10k_b_AACACGTTCCCTTGTG_contig_1", "AGCTCTGGGAGAGGAGCCCCAGCCCTGAGATTCCCAGGTGTTTCCACTCAGTGATCAGCACTGTACACAGAGGACTCACCATGGAGTTGGGACTGAGCTGGATTTTCCTTTTGGCTATTTTAAAAGGTGTCCAGTGTGAAGTGCAGCTGGTGGAGTCTGGGGGAGGCTTGGTACAGCCTGGCAGGTCCCTGAGACTCTCCTGTGCAGGATCTGGATTCATCTTTGATTCTTATGCCATGCACTGGGTCCGGCAAGTTCCAGGGAAGGGCCTGGAGTGGGTCTCAGGTATTAGTTGGAATAGTTATAGTATAGGCTATGCGGACTCTGTGAAGGGCCGATTCACCATCTCCAGAGACAACGCCAAGAATTCCCTGTATCTGCAAATGAACGGTCTGAGAACTGAGGACACGGCCTTGTATTACTGTGTAAAAGACTATTCTACCAGTGGCTGGTACTACTTTGACTTCTGGGGCCGGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV3-9*01", "IGHD6-19*01", "IGHJ4*02", "GAAGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCTGGCAGGTCCCTGAGACTCTCCTGTGCAGGATCTGGATTCATCTTT............GATTCTTATGCCATGCACTGGGTCCGGCAAGTTCCAGGGAAGGGCCTGGAGTGGGTCTCAGGTATTAGTTGGAAT......AGTTATAGTATAGGCTATGCGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAATTCCCTGTATCTGCAAATGAACGGTCTGAGAACTGAGGACACGGCCTTGTATTACTGTGTAAAAGACTATTCTACCAGTGGCTGGTACTACTTTGACTTCTGGGGCCGGGGAACCCTGGTCACCGTCTCCTCAG", "GAAGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCTGGCAGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............GATGATTATGCCATGCACTGGGTCCGGCAAGCTCCAGGGAAGGGCCTGGAGTGGGTCTCAGGTATTAGTTGGAAT......AGTGGTAGCATAGGCTATGCGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCCCTGTATCTGCAAATGAACAGTCTGAGAGCTGAGGACACGGCCTTGTATTACTGTGCAAAAGANNNNNNNNNCAGTGGCTGGTACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGTAAAAGACTATTCTACCAGTGGCTGGTACTACTTTGACTTCTGG", "CVKDYSTSGWYYFDFW", "137S70=2X10=1X7=2X26=1X46=2X3=1X59=1X21=1X8=1X27=1X6=", "442S8N11=", "453S12=1X8=1X26=", "F", "T", "IGH", "48", "9", "0.0", "138", "433", "1", "320", "443.0", "453.0", "9.0", "19.0", "454", "501", "1", "48", "422.0", "0.95608", "6.47e-120", "21.8", "1.0", "0.1", "81.4", "0.95833", "1.98e-19", "GAAGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCTGGCAGGTCCCTGAGACTCTCCTGTGCAGGATCT", "ATGCACTGGGTCCGGCAAGTTCCAGGGAAGGGCCTGGAGTGGGTCTCAGGT", "GGCTATGCGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAATTCCCTGTATCTGCAAATGAACGGTCTGAGAACTGAGGACACGGCCTTGTATTACTGT", "TGGGGCCGGGGAACCCTGGTCACCGTCTCCTCAG", "GGATTCATCTTT............GATTCTTATGCC", "ATTAGTTGGAAT......AGTTATAGTATA", "GTAAAAGACTATTCTACCAGTGGCTGGTACTACTTTGACTTC", "sc5p_v2_hs_PBMC_10k_b_AACACGTTCCCTTGTG", "2328", "25", "IGHV3-43", null, "IGHJ4", "TGTGTAAAAGACTATTCTACCAGTGGCTGGTACTACTTTGACTTCTGG", "CVKDYSTSGWYYFDFW", "IGHJ4*02", "95.833", "48.0", "2.0", "0.0", "454.0", "501.0", "1.0", "48.0", "1.3e-18", "78.7", "ACTACTTTGACTTCTGGGGCCGGGGAACCCTGGTCACCGTCTCCTCAG", "ACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "1.98e-19", "81.4", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD6-19*01", null, "0.1", "21.8", "IGHV3-9*01", "GAAGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCTGGCAGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTT............GATGATTATGCCATGCACTGGGTCCGGCAAGCTCCAGGGAAGGGCCTGGAGTGGGTCTCAGGTATTAGTTGGAAT......AGTGGTAGCATAGGCTATGCGGACTCTGTGAAG...GGCCGATTCACCATCTCCAGAGACAACGCCAAGAACTCCCTGTATCTGCAAATGAACAGTCTGAGAGCTGAGGACACGGCCTTGTATTACTGTGCAAAAGANNNNNNNNNNNNNNNNNNNNACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "502.0", "572.0", "132.0", "100.0", "IGHM", "16", "EVQLVESGGGLVQPGRSLRLSCAGS", "MHWVRQVPGKGLEWVSG", "GYADSVKGRFTISRDNAKNSLYLQMNGLRTEDTALYYC", "WGRGTLVTVSS", "GFIFDSYA", "ISWNSYSI", "VKDYSTSGWYYFDF", "EVQLVESGGGLVQPGRSLRLSCAGSGFIFDSYAMHWVRQVPGKGLEWVSGISWNSYSIGYADSVKGRFTISRDNAKNSLYLQMNGLRTEDTALYYCVKDYSTSGWYYFDFWGRGTLVTVSS", "EVQLVESGGGLVQPGRSLRLSCAGSGFIFDSYAMHWVRQVPGKGLEWVSGISWNSYSIGYADSVKGRFTISRDNAKNSLYLQMNGLRTEDTALYYCVK", "SGW", "YFDFWGRGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[454]", "[501]", "[1.3e-18]", "15.0", "F", "F", "Standard", "B_VDJ_174_4_1_VJ_127_3_1" ], [ "31", "sc5p_v2_hs_PBMC_10k_b_AACACGTTCCCTTGTG_contig_3", "TGGGGAGCTCTGGGAGAGGAGCCCCAGCCCTGGGATTTTCAGATGTTTTCATTTGGTGATCAGGACTGAACACAGAGGACTCACCATGGAGTCATGGCTGAGCTGGGTTTTTCTTGCCGCTATTTTAAAAGGCAGATTCACACCCTCAAGAGATGACTCCGAAAGCATCACCTATCTTCAAGTGACGAGCCTGATAAACGAGGACACGGCCGGCCATGTATTACTGTCGATGAAAACGTCACTACTGGGGCCAGGGAGCCCTGGTCGCCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "F", "IGHV3-22*01,IGHV3-22*02", null, "IGHJ4*02", ".....................................................................................................................................................................................................................AAA...GGCAGATTCACACCCTCAAGAGATGACTCCGAAAGCATCACCTATCTTCAAGTGACGAGCCTGATAAACGAGGACACGGCCGTGTATTACTGTCGATGAAAACGTCACTACTGGGGCCAGGGAGCCCTGGTCGCCGTCTCCTCAG", "GAGGTGCATCTGGTGGAGTCTGGGGGA...GCCTTGGTACAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTTACTACTACATGAGCGGGGTCCGCCAGGCTCCCGGGAAGGGGCTGGAATGGGTAGGTTTCATTAGAAACAAAGCTAATGGTGGGACAACAGAATAGACCACGTCTGTGAAA...GGCAGATTCACAATCTCAAGAGATGATTCCAAAAGCATCACCTATCTGCAAATGAAGAGCCTGAAAACCGAGGACACGGCCGTGTATTACTGTNNNNNNNNNNNNNACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTCGATGAAAACGTCACTACTGG", "CR*KRHYW", "127S198N15=2X12=1X3=1X16=1X3=1X3=1X8=1X2=1X14=4D11=", null, "240S9N17=1X8=1X12=", "F", "T", "IGH", "24", "13", null, "128", "227", "1", "312", null, null, null, null, "241", "279", "10", "48", "110.0", "0.8700000000000001", "2.4700000000000002e-26", null, null, null, "64.1", "0.94872", "1.93e-14", "..............................................................................", "...................................................", "..................AAA...GGCAGATTCACACCCTCAAGAGATGACTCCGAAAGCATCACCTATCTTCAAGTGACGAGCCTGATAAACGAGGACACGGCCGTGTATTACTGT", "TGGGGCCAGGGAGCCCTGGTCGCCGTCTCCTCAG", "....................................", "..............................", "CGATGAAAACGTCACTAC", "sc5p_v2_hs_PBMC_10k_b_AACACGTTCCCTTGTG", "1185", "8", "IGHV3-35", null, "IGHJ4", null, null, "IGHJ4*02", "94.872", "39.0", "2.0", "0.0", "241.0", "279.0", "10.0", "48.0", "7.89e-14", "62.1", "ACTACTGGGGCCAGGGAGCCCTGGTCGCCGTCTCCTCAG", "ACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "1.93e-14", "64.1", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHV3-49*03,IGHV3-49*04", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCAGGGCGGTCCCTGAGACTCTCCTGTACAGCTTCTGGATTCACCTTT............GGTGATTATGCTATGAGCTGGTTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTAGGTTTCATTAGAAGCAAAGCTTATGGTGGGACAACAGAATACGCCGCGTCTGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCCAAAAGCATCGCCTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTNNNNNNNNNNNNNACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "280.0", "350.0", "132.0", "100.0", "IGHM", "7", null, null, "KGRFTPSRDDSESITYLQVTSLINEDTAGHVLL", "GPGSPGRRLL", null, null, "MKTSL", "KGRFTPSRDDSESITYLQVTSLINEDTAGHVLLSMKTSLLGPGSPGRRLL", "KGRFTPSRDDSESITYLQVTSLINEDTAGHVLL", null, "LLGPGSPGRRLL", null, "[\"IGHJ4*02\"]", "1.0", "[241]", "[279]", "[7.89e-14]", "15.0", "T", "T", "Standard", null ], [ "32", "sc5p_v2_hs_PBMC_10k_b_AACCATGCAAGCTGTT_contig_2", "TGTGTGCAGTGCATTTTCTGAGAGGGGGGCTGGGGTCTCAGGAGGCAGCGCTCTCGGGACGTCTCCACCATGGCCTGGGCTCTGCTATTCCTCACCCTCCTCACTCAGGGCACAGGGTCCTGGGCCCAGTCTGCCCTGACTCAGCCTGCCTCCGTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGTGGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGATGTCAGTAATCGGCCCTCAGGGGTTTCTAATCGCTTCTCTGGCTCCAAGTCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCGGGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAGGTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV2-14*01,IGLV2-14*03", null, "IGLJ1*01", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGATGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCGGGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGAGGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCNNGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG", "TGCAGCTCATATACAAGCAGCAGCACTCGGGTCTTC", "CSSYTSSSTRVF", "126S155=1X139=", null, "423S4N34=", "F", "T", "IGL", "36", "2", null, "127", "421", "1", "337", null, null, null, null, "424", "457", "5", "38", "458.0", "0.99661", "1.24e-130", null, null, null, "66.1", "1.0", "9.88e-15", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACC", "GTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTAT", "AATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGC", "TTCGGAACTGGGACCAAGGTCACCGTCCTAG", "AGCAGTGACGTTGGT.........GGTTATAACTAT", "GATGTC.....................AGT", "AGCTCATATACAAGCAGCAGCACTCGGGTC", "sc5p_v2_hs_PBMC_10k_b_AACCATGCAAGCTGTT", "4441", "36", "IGLV2-14", null, "IGLJ1", "TGCAGCTCATATACAAGCAGCAGCACTCGGGTCTTC", "CSSYTSSSTRVF", "IGLJ1*01", "100.0", "34.0", "0.0", "0.0", "424.0", "457.0", "5.0", "38.0", "4.26e-14", "63.9", "GTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG", "GTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG", "IGLJ1*01", null, "9.88e-15", "66.1", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV2-14*01,IGLV2-14*03", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGAGGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCNNGTCTTCGGAACTGGGACCAAGGTCACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC1", "GTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCCAACCCCACTGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTCCAAGCCAACAAGGCCACACTAGTGTGTCTGATCAGTGACTTCTACCCGGGAGCTGTGACAGTGGCCTGGAAGGCAGATGGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCAAACCCTCCAAACAGAGCAACAACAAGTACGCGGCCAGCAGCTA", "458.0", "668.0", "390.0", "100.0", "IGLC1", "12", "QSALTQPASVSGSPGQSITISCTGT", "VSWYQQHPGKAPKLMIY", "NRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYC", "FGTGTKVTVL", "SSDVGGYNY", "DVS", "SSYTSSSTRV", "QSALTQPASVSGSPGQSITISCTGTSSDVGGYNYVSWYQQHPGKAPKLMIYDVSNRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYCSSYTSSSTRVFGTGTKVTVL", "QSALTQPASVSGSPGQSITISCTGTSSDVGGYNYVSWYQQHPGKAPKLMIYDVSNRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYCSSYTSSST", null, "VFGTGTKVTVL", null, "[\"IGLJ1*01\"]", "1.0", "[424]", "[457]", "[4.26e-14]", "1.0", "F", "F", "Standard", "B_VDJ_122_2_1_VJ_196_2_1" ], [ "33", "sc5p_v2_hs_PBMC_10k_b_AACCATGCAAGCTGTT_contig_1", "GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCATTCGGTGATCAGCACTGAACACAGAGGACTCACCATGGAGTTTGGGCTGAGCTGGGTTTTCCTCGTTGCTCTTTTAAGAGGTGTCCAGTGTCAGGTGCAGCTGGTGGAGTCTGGGGGAGGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTCAGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATGGTATGATGGAAGTAATAAATACTATGCAGACTCCGTGAAGGGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGATTGGGTTCGGGGAGTCAACGATATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV3-33*01", "IGHD3-10*01", "IGHJ6*02", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGATTGGGTTCGGGGAGTCAACGATATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGANNNGGTTCGGGGAGTNNACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "TGTGCGAGAGATTGGGTTCGGGGAGTCAACGATATGGACGTCTGG", "CARDWVRGVNDMDVW", "137S296=", "436S10N12=", "450S15N3=1X44=", "F", "T", "IGH", "45", "3", "2.0", "138", "433", "1", "320", "437.0", "448.0", "11.0", "22.0", "451", "498", "16", "63", "463.0", "1.0", "4.109999999999999e-132", "23.8", "1.0", "0.027", "87.2", "0.97917", "3.6100000000000005e-21", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCGTCT", "ATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTT", "TACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "GGATTCACCTTC............AGTAGCTATGGC", "ATATGGTATGAT......GGAAGTAATAAA", "GCGAGAGATTGGGTTCGGGGAGTCAACGATATGGACGTC", "sc5p_v2_hs_PBMC_10k_b_AACCATGCAAGCTGTT", "2251", "24", "IGHV3-33", null, "IGHJ6", "TGTGCGAGAGATTGGGTTCGGGGAGTCAACGATATGGACGTCTGG", "CARDWVRGVNDMDVW", "IGHJ6*02", "97.917", "48.0", "1.0", "0.0", "451.0", "498.0", "16.0", "63.0", "2.77e-20", "84.2", "ACGATATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "ACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "IGHJ6*02", null, "3.6100000000000005e-21", "87.2", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD3-10*01", null, "0.027", "23.8", "IGHV3-33*01", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCCGAGGACACGGCTGTGTATTACTGTGCGAGAGANNNNNNNNNNNNNNNNNACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "499.0", "569.0", "132.0", "100.0", "IGHM", "15", "QVQLVESGGGVVQPGRSLRLSCAAS", "MHWVRQAPGKGLEWVAV", "YYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYC", "WGQGTTVTVSS", "GFTFSSYG", "IWYDGSNK", "ARDWVRGVNDMDV", "QVQLVESGGGVVQPGRSLRLSCAASGFTFSSYGMHWVRQAPGKGLEWVAVIWYDGSNKYYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCARDWVRGVNDMDVWGQGTTVTVSS", "QVQLVESGGGVVQPGRSLRLSCAASGFTFSSYGMHWVRQAPGKGLEWVAVIWYDGSNKYYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCAR", "VRGV", "DMDVWGQGTTVTVSS", null, "[\"IGHJ6*02\"]", "1.0", "[451]", "[498]", "[2.77e-20]", "1.0", "F", "F", "Standard", "B_VDJ_122_2_1_VJ_196_2_1" ], [ "34", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCAGTCCCT_contig_2", "GGGGGCTGGGGTCTCAGGAGGCAGCGCTCTCGGGACGTCTCCACCATGGCCTGGGCTCTGCTATTCCTCACCCTCCTCACTCAGGGCACAGGGTCCTGGGCCCAGTCTGCCCTGACTCAGCCTGCCTCCGTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGTGGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGATGTCAGTAATCGGCCCTCAGGGGTTTCTAATCGCTTCTCTGGCTCCAAGTCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCTATTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV2-14*01,IGLV2-14*03", null, "IGLJ2*01,IGLJ3*01", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGATGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGAGGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGCAGCTCATATACAAGCAGCAGCACTCTATTC", "CSSYTSSSTLF", "102S155=1X140=", null, "398S6N32=", "F", "T", "IGL", "33", "0", null, "103", "398", "1", "338", null, null, null, null, "399", "430", "7", "38", "459.0", "0.99662", "4.0399999999999997e-131", null, null, null, "62.2", "1.0", "1.36e-13", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACC", "GTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTAT", "AATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGC", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AGCAGTGACGTTGGT.........GGTTATAACTAT", "GATGTC.....................AGT", "AGCTCATATACAAGCAGCAGCACTCTA", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCAGTCCCT", "9236", "74", "IGLV2-14", null, "IGLJ2", "TGCAGCTCATATACAAGCAGCAGCACTCTATTC", "CSSYTSSSTLF", "IGLJ3*01", "100.0", "33.0", "0.0", "0.0", "398.0", "430.0", "6.0", "38.0", "1.47e-13", "62.1", "TATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ2*01,IGLJ3*01", null, "1.36e-13", "62.2", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV2-14*01,IGLV2-14*03", "CAGTCTGCCCTGACTCAGCCTGCCTCC...GTGTCTGGGTCTCCTGGACAGTCGATCACCATCTCCTGCACTGGAACCAGCAGTGACGTTGGT.........GGTTATAACTATGTCTCCTGGTACCAACAGCACCCAGGCAAAGCCCCCAAACTCATGATTTATGAGGTC.....................AGTAATCGGCCCTCAGGGGTTTCT...AATCGCTTCTCTGGCTCCAAG......TCTGGCAACACGGCCTCCCTGACCATCTCTGGGCTCCAGGCTGAGGACGAGGCTGATTATTACTGCAGCTCATATACAAGCAGCAGCACTCTATTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "431.0", "641.0", "390.0", "100.0", "IGLC2", "11", "QSALTQPASVSGSPGQSITISCTGT", "VSWYQQHPGKAPKLMIY", "NRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYC", "FGGGTKLTVL", "SSDVGGYNY", "DVS", "SSYTSSSTL", "QSALTQPASVSGSPGQSITISCTGTSSDVGGYNYVSWYQQHPGKAPKLMIYDVSNRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYCSSYTSSSTLFGGGTKLTVL", "QSALTQPASVSGSPGQSITISCTGTSSDVGGYNYVSWYQQHPGKAPKLMIYDVSNRPSGVSNRFSGSKSGNTASLTISGLQAEDEADYYCSSYTSSSTL", null, "FGGGTKLTVL", null, "[\"IGLJ3*01\"]", "1.0", "[398]", "[430]", "[1.47e-13]", "1.0", "F", "F", "Standard", "B_VDJ_134_2_1_VJ_197_1_1" ], [ "35", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCAGTCCCT_contig_1", "AGCTCTGGGAGAGGAGCCCCAGCCGTGAGATTCCCAGGAGTTTCCACTTGGTGATCAGCACTGAACACAGACCACCAACCATGGAGTTTGGGCTTAGCTGGGTTTTCCTTGTTGCTATTTTAAAAGGTGTCCAATGTGAGGTGCAGCTGGTGGAGTCTGGGGGAGGCTTGGTACAGCCAGGGCGGTCCCTGAGACTCTCCTGTACAGCTTCTGGATTCACCTTTGGTGATTATGCTATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTAGGTTTCATTAGAAGCAAAGCTTATGGTGGGACAACAGAATACGCCGCGTCTGTGAAAGGCAGATTCACCATCTCAAGAGATGATTCCAAAAGCATCGCCTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACTAGACCTCAACGGAAGTGGGAGCTACCCTACCCTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV3-49*04", "IGHD1-26*01", "IGHJ3*02", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCAGGGCGGTCCCTGAGACTCTCCTGTACAGCTTCTGGATTCACCTTT............GGTGATTATGCTATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTAGGTTTCATTAGAAGCAAAGCTTATGGTGGGACAACAGAATACGCCGCGTCTGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCCAAAAGCATCGCCTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACTAGACCTCAACGGAAGTGGGAGCTACCCTACCCTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCAGGGCGGTCCCTGAGACTCTCCTGTACAGCTTCTGGATTCACCTTT............GGTGATTATGCTATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTAGGTTTCATTAGAAGCAAAGCTTATGGTGGGACAACAGAATACGCCGCGTCTGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCCAAAAGCATCGCCTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACTAGANNNNNNNNNNAGTGGGAGCTACNNNNNNNTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGTACTAGACCTCAACGGAAGTGGGAGCTACCCTACCCTGATGCTTTTGATATCTGG", "CTRPQRKWELPYPDAFDIW", "137S300=", "447S5N12=", "466S50=", "F", "T", "IGH", "57", "10", "7.0", "138", "437", "1", "318", "448.0", "459.0", "6.0", "17.0", "467", "516", "1", "50", "469.0", "1.0", "5.65e-134", "23.8", "1.0", "0.028", "96.8", "1.0", "4.7499999999999994e-24", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCAGGGCGGTCCCTGAGACTCTCCTGTACAGCTTCT", "ATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTAGGTTTC", "GAATACGCCGCGTCTGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCCAAAAGCATCGCCTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGT", "TGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "GGATTCACCTTT............GGTGATTATGCT", "ATTAGAAGCAAAGCTTATGGTGGGACAACA", "ACTAGACCTCAACGGAAGTGGGAGCTACCCTACCCTGATGCTTTTGATATC", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCAGTCCCT", "2138", "23", "IGHV3-49", null, "IGHJ3", "TGTACTAGACCTCAACGGAAGTGGGAGCTACCCTACCCTGATGCTTTTGATATCTGG", "CTRPQRKWELPYPDAFDIW", "IGHJ3*02", "100.0", "50.0", "0.0", "0.0", "467.0", "516.0", "1.0", "50.0", "4.76e-23", "93.5", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "TGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "IGHJ3*02", null, "4.7499999999999994e-24", "96.8", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD1-26*01", null, "0.028", "23.8", "IGHV3-49*04", "GAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCTTGGTACAGCCAGGGCGGTCCCTGAGACTCTCCTGTACAGCTTCTGGATTCACCTTT............GGTGATTATGCTATGAGCTGGGTCCGCCAGGCTCCAGGGAAGGGGCTGGAGTGGGTAGGTTTCATTAGAAGCAAAGCTTATGGTGGGACAACAGAATACGCCGCGTCTGTGAAA...GGCAGATTCACCATCTCAAGAGATGATTCCAAAAGCATCGCCTATCTGCAAATGAACAGCCTGAAAACCGAGGACACAGCCGTGTATTACTGTACTAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNTGATGCTTTTGATATCTGGGGCCAAGGGACAATGGTCACCGTCTCTTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "517.0", "587.0", "132.0", "100.0", "IGHM", "19", "EVQLVESGGGLVQPGRSLRLSCTAS", "MSWVRQAPGKGLEWVGF", "EYAASVKGRFTISRDDSKSIAYLQMNSLKTEDTAVYYC", "WGQGTMVTVSS", "GFTFGDYA", "IRSKAYGGTT", "TRPQRKWELPYPDAFDI", "EVQLVESGGGLVQPGRSLRLSCTASGFTFGDYAMSWVRQAPGKGLEWVGFIRSKAYGGTTEYAASVKGRFTISRDDSKSIAYLQMNSLKTEDTAVYYCTRPQRKWELPYPDAFDIWGQGTMVTVSS", "EVQLVESGGGLVQPGRSLRLSCTASGFTFGDYAMSWVRQAPGKGLEWVGFIRSKAYGGTTEYAASVKGRFTISRDDSKSIAYLQMNSLKTEDTAVYYCTR", "WEL", "DAFDIWGQGTMVTVSS", null, "[\"IGHJ3*02\"]", "1.0", "[467]", "[516]", "[4.76e-23]", "0.0", "F", "F", "Standard", "B_VDJ_134_2_1_VJ_197_1_1" ], [ "36", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCCAAGTAC_contig_2", "AGAGCTCTGGAGAAGAGCTGCTCAGTTAGGACCCAGAGGGAACCATGGAAACCCCAGCGCAGCTTCTCTTCCTCCTGCTACTCTGGCTCCCAGATACCACCGGAGAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGCAGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCATCCAGCAGGGCCACTGGCATCCCAGACAGGTTCAGTGGCAGTGGGTCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACTTTTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV3-20*01", null, "IGKJ3*01", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACTTTTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACNNTTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "TGTCAGCAGTATGGTAGCTCACTTTTCACTTTC", "CQQYGSSLFTF", "104S286=", null, "392S1N37=", "F", "T", "IGK", "33", "2", null, "105", "390", "1", "331", null, null, null, null, "393", "429", "2", "38", "447.0", "1.0", "2e-127", null, null, null, "71.8", "1.0", "1.53e-16", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGT", "TTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTAT", "AGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGT", "TTCGGCCCTGGGACCAAAGTGGATATCAAAC", "CAGAGTGTTAGC...............AGCAGCTAC", "GGTGCA.....................TCC", "CAGCAGTATGGTAGCTCACTTTTCACT", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCCAAGTAC", "9010", "55", "IGKV3-20", null, "IGKJ3", "TGTCAGCAGTATGGTAGCTCACTTTTCACTTTC", "CQQYGSSLFTF", "IGKJ3*01", "100.0", "37.0", "0.0", "0.0", "393.0", "429.0", "2.0", "38.0", "7.71e-16", "69.4", "TTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "TTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "IGKJ3*01", null, "1.53e-16", "71.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV3-20*01", "GAAATTGTGTTGACGCAGTCTCCAGGCACCCTGTCTTTGTCTCCAGGGGAAAGAGCCACCCTCTCCTGCAGGGCCAGTCAGAGTGTTAGC...............AGCAGCTACTTAGCCTGGTACCAGCAGAAACCTGGCCAGGCTCCCAGGCTCCTCATCTATGGTGCA.....................TCCAGCAGGGCCACTGGCATCCCA...GACAGGTTCAGTGGCAGTGGG......TCTGGGACAGACTTCACTCTCACCATCAGCAGACTGGAGCCTGAAGATTTTGCAGTGTATTACTGTCAGCAGTATGGTAGCTCACNNTTCACTTTCGGCCCTGGGACCAAAGTGGATATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "429.0", "565.0", "254.0", "100.0", "IGKC", "11", "EIVLTQSPGTLSLSPGERATLSCRAS", "LAWYQQKPGQAPRLLIY", "SRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYC", "FGPGTKVDIK", "QSVSSSY", "GAS", "QQYGSSLFT", "EIVLTQSPGTLSLSPGERATLSCRASQSVSSSYLAWYQQKPGQAPRLLIYGASSRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYCQQYGSSLFTFGPGTKVDIK", "EIVLTQSPGTLSLSPGERATLSCRASQSVSSSYLAWYQQKPGQAPRLLIYGASSRATGIPDRFSGSGSGTDFTLTISRLEPEDFAVYYCQQYGSS", null, "FTFGPGTKVDIK", null, "[\"IGKJ3*01\"]", "1.0", "[393]", "[429]", "[7.71e-16]", "0.0", "F", "F", "Standard", "B_VDJ_222_2_1_VJ_129_2_1" ], [ "37", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCCAAGTAC_contig_1", "GACTTTCTGAGACTCATGGACCTCCTGCACAAGAACATGAAACACCTGTGGTTCTTCCTCCTCCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGGTGCAGCTGCAGGAGTCGGGCCCAGGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATCAGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGTGGGAGCACCAACTACAACCCCTCCCTCAAGAGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGTAGTACCAGCTGCCTTCTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV4-4*07", "IGHD2-2*01,IGHD2-2*02,IGHD2-2*03", "IGHJ6*02", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATC............AGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGTAGTACCAGCTGCCTTCTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATC............AGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGTAGTACCAGCTGCNNNCTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "TGTGCGAGAGTAGTACCAGCTGCCTTCTACGGTATGGACGTCTGG", "CARVVPAAFYGMDVW", "93S292=", "385S12N13=", "401S13N50=", "F", "T", "IGH", "45", "0", "3.0", "94", "385", "1", "319", "386.0", "398.0", "13.0", "25.0", "402", "451", "14", "63", "456.0", "1.0", "2.8200000000000002e-130", "25.7", "1.0", "0.007", "96.8", "1.0", "4.219999999999999e-24", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCT", "TGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGT", "AACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGT", "TGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "GGTGGCTCCATC............AGTAGTTACTAC", "ATCTATACCAGT.........GGGAGCACC", "GCGAGAGTAGTACCAGCTGCCTTCTACGGTATGGACGTC", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCCAAGTAC", "1785", "16", "IGHV4-59", null, "IGHJ6", "TGTGCGAGAGTAGTACCAGCTGCCTTCTACGGTATGGACGTCTGG", "CARVVPAAFYGMDVW", "IGHJ6*02", "98.113", "53.0", "1.0", "0.0", "399.0", "451.0", "11.0", "63.0", "4.2199999999999997e-23", "93.5", "CTTCTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "CTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "IGHJ6*02", null, "4.22e-24", "96.8", "IGHD2-2*03", "100.0", "15.0", "0.0", "0.0", "384.0", "398.0", "11.0", "25.0", "0.000694", "28.8", "AGTAGTACCAGCTGC", "AGTAGTACCAGCTGC", "IGHD2-2*01,IGHD2-2*02,IGHD2-2*03", null, "0.007", "25.7", "IGHV4-4*07", "CAGGTGCAGCTGCAGGAGTCGGGCCCA...GGACTGGTGAAGCCTTCGGAGACCCTGTCCCTCACCTGCACTGTCTCTGGTGGCTCCATC............AGTAGTTACTACTGGAGCTGGATCCGGCAGCCCGCCGGGAAGGGACTGGAGTGGATTGGGCGTATCTATACCAGT.........GGGAGCACCAACTACAACCCCTCCCTCAAG...AGTCGAGTCACCATGTCAGTAGACACGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCGAGAGNNNNNNNNNNNNNNNNCTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "452.0", "522.0", "132.0", "100.0", "IGHM", "15", "QVQLQESGPGLVKPSETLSLTCTVS", "WSWIRQPAGKGLEWIGR", "NYNPSLKSRVTMSVDTSKNQFSLKLSSVTAADTAVYYC", "WGQGTTVTVSS", "GGSISSYY", "IYTSGST", "ARVVPAAFYGMDV", "QVQLQESGPGLVKPSETLSLTCTVSGGSISSYYWSWIRQPAGKGLEWIGRIYTSGSTNYNPSLKSRVTMSVDTSKNQFSLKLSSVTAADTAVYYCARVVPAAFYGMDVWGQGTTVTVSS", "QVQLQESGPGLVKPSETLSLTCTVSGGSISSYYWSWIRQPAGKGLEWIGRIYTSGSTNYNPSLKSRVTMSVDTSKNQFSLKLSSVTAADTAVYYCAR", "VPAA", "YGMDVWGQGTTVTVSS", null, "[\"IGHJ6*02\"]", "1.0", "[399]", "[451]", "[4.22e-23]", "0.0", "F", "F", "Standard", "B_VDJ_222_2_1_VJ_129_2_1" ], [ "38", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCTAGCACA_contig_2", "AGCTTCAGCTGTGGTAGAGAAGACAGGATTCAGGACAATCTCCAGCATGGCCGGCTTCCCTCTCCTCCTCACCCTCCTCACTCACTGTGCAGGGTCCTGGGCCCAGTCTGTGCTGACTCAGCCACCCTCAGCGTCTGGGACCCCCGGGCAGAGGGTCACCATCTCTTGTTCTGGAAGCAGCTCCAACATCGGAAGTAATTATGTATACTGGTACCAGCAGCTCCCAGGAACGGCCCCCAAACTCCTCATCTATAGGAATAATCAGCGGCCCTCAGGGGTCCCTGACCGATTCTCTGGCTCCAAGTCTGGCACCTCAGCCTCCCTGGCCATCAGTGGGCTCCGGTCCGAGGATGAGGCTGATTATTACTGTGCAGCATGGGATGACAGCCCGCCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV1-47*01", null, "IGLJ3*02", "CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCGGGCAGAGGGTCACCATCTCTTGTTCTGGAAGCAGCTCCAACATC............GGAAGTAATTATGTATACTGGTACCAGCAGCTCCCAGGAACGGCCCCCAAACTCCTCATCTATAGGAAT.....................AATCAGCGGCCCTCAGGGGTCCCT...GACCGATTCTCTGGCTCCAAG......TCTGGCACCTCAGCCTCCCTGGCCATCAGTGGGCTCCGGTCCGAGGATGAGGCTGATTATTACTGTGCAGCATGGGATGACAGCCCGCCTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCGGGCAGAGGGTCACCATCTCTTGTTCTGGAAGCAGCTCCAACATC............GGAAGTAATTATGTATACTGGTACCAGCAGCTCCCAGGAACGGCCCCCAAACTCCTCATCTATAGGAAT.....................AATCAGCGGCCCTCAGGGGTCCCT...GACCGATTCTCTGGCTCCAAG......TCTGGCACCTCAGCCTCCCTGGCCATCAGTGGGCTCCGGTCCGAGGATGAGGCTGATTATTACTGTGCAGCATGGGATGACAGCCNNNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTGCAGCATGGGATGACAGCCCGCCTTGGGTGTTC", "CAAWDDSPPWVF", "103S286=", null, "393S38=", "F", "T", "IGL", "36", "4", null, "104", "389", "1", "331", null, null, null, null, "394", "431", "1", "38", "447.0", "1.0", "2.29e-127", null, null, null, "73.7", "1.0", "4.59e-17", "CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCGGGCAGAGGGTCACCATCTCTTGTTCTGGAAGC", "GTATACTGGTACCAGCAGCTCCCAGGAACGGCCCCCAAACTCCTCATCTAT", "CAGCGGCCCTCAGGGGTCCCT...GACCGATTCTCTGGCTCCAAG......TCTGGCACCTCAGCCTCCCTGGCCATCAGTGGGCTCCGGTCCGAGGATGAGGCTGATTATTACTGT", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AGCTCCAACATC............GGAAGTAATTAT", "AGGAAT.....................AAT", "GCAGCATGGGATGACAGCCCGCCTTGGGTG", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCTAGCACA", "4810", "35", "IGLV1-47", null, "IGLJ3", "TGTGCAGCATGGGATGACAGCCCGCCTTGGGTGTTC", "CAAWDDSPPWVF", "IGLJ3*02", "100.0", "38.0", "0.0", "0.0", "394.0", "431.0", "1.0", "38.0", "2.44e-16", "71.3", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ3*02", null, "4.59e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV1-47*01", "CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCGGGCAGAGGGTCACCATCTCTTGTTCTGGAAGCAGCTCCAACATC............GGAAGTAATTATGTATACTGGTACCAGCAGCTCCCAGGAACGGCCCCCAAACTCCTCATCTATAGGAAT.....................AATCAGCGGCCCTCAGGGGTCCCT...GACCGATTCTCTGGCTCCAAG......TCTGGCACCTCAGCCTCCCTGGCCATCAGTGGGCTCCGGTCCGAGGATGAGGCTGATTATTACTGTGCAGCATGGGATGACAGCCNNNNTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC3", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "432.0", "642.0", "390.0", "100.0", "IGLC3", "12", "QSVLTQPPSASGTPGQRVTISCSGS", "VYWYQQLPGTAPKLLIY", "QRPSGVPDRFSGSKSGTSASLAISGLRSEDEADYYC", "FGGGTKLTVL", "SSNIGSNY", "RNN", "AAWDDSPPWV", "QSVLTQPPSASGTPGQRVTISCSGSSSNIGSNYVYWYQQLPGTAPKLLIYRNNQRPSGVPDRFSGSKSGTSASLAISGLRSEDEADYYCAAWDDSPPWVFGGGTKLTVL", "QSVLTQPPSASGTPGQRVTISCSGSSSNIGSNYVYWYQQLPGTAPKLLIYRNNQRPSGVPDRFSGSKSGTSASLAISGLRSEDEADYYCAAWDDS", null, "WVFGGGTKLTVL", null, "[\"IGLJ3*02\"]", "1.0", "[394]", "[431]", "[2.44e-16]", "0.0", "F", "F", "Standard", "B_VDJ_184_4_1_VJ_181_2_1" ], [ "39", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCTAGCACA_contig_1", "ACTTTCTGAGAGTCCTGGACCTCCTGTGCAAGAACATGAAACACCTGTGGTTCTTCCTCCTGCTGGTGGCAGCTCCCAGATGGGTCCTGTCCCAGCTGCAGCTGCAGGAGTCCGGCTCAGGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCGCTGTCTCTGGTGGCTCCATCAGCAGTGGTGGTTACTCCTGGAGCTGGATCCGGCAGCCACCAGGGAAGGGCCTGGAGTGGATTGGGTACATCTATCATAGTGGGAGCACCTACTACAACCCGTCCCTCAAGAGTCGAGTCACCATATCAGTAGACAGGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCCGGGGGTTCGGGATATTGTACTAATGGTGTATGCTATCCCCGCGGGTTTGACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV4-30-2*01", "IGHD2-8*01", "IGHJ6*02", "CAGCTGCAGCTGCAGGAGTCCGGCTCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCGCTGTCTCTGGTGGCTCCATCAGC......AGTGGTGGTTACTCCTGGAGCTGGATCCGGCAGCCACCAGGGAAGGGCCTGGAGTGGATTGGGTACATCTATCATAGT.........GGGAGCACCTACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACAGGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCCGGGGGTTCGGGATATTGTACTAATGGTGTATGCTATCCCCGCGGGTTTGACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "CAGCTGCAGCTGCAGGAGTCCGGCTCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCGCTGTCTCTGGTGGCTCCATCAGC......AGTGGTGGTTACTCCTGGAGCTGGATCCGGCAGCCACCAGGGAAGGGCCTGGAGTGGATTGGGTACATCTATCATAGT.........GGGAGCACCTACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACAGGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCCNNNNNNNNNGGATATTGTACTAATGGTGTATGCTATNNNNNNNNNNNNNACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "TGTGCCGGGGGTTCGGGATATTGTACTAATGGTGTATGCTATCCCCGCGGGTTTGACTACTACTACGGTATGGACGTCTGG", "CAGGSGYCTNGVCYPRGFDYYYGMDVW", "92S294=", "395S1N27=", "435S6N57=", "F", "T", "IGH", "81", "9", "13.0", "93", "386", "1", "315", "396.0", "422.0", "2.0", "28.0", "436", "492", "7", "63", "459.0", "1.0", "3.52e-131", "52.6", "1.0", "5.5999999999999994e-11", "110.0", "1.0", "4.05e-28", "CAGCTGCAGCTGCAGGAGTCCGGCTCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCGCTGTCTCT", "TGGAGCTGGATCCGGCAGCCACCAGGGAAGGGCCTGGAGTGGATTGGGTAC", "TACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACAGGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGT", "TGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "GGTGGCTCCATCAGC......AGTGGTGGTTACTCC", "ATCTATCATAGT.........GGGAGCACC", "GCCGGGGGTTCGGGATATTGTACTAATGGTGTATGCTATCCCCGCGGGTTTGACTACTACTACGGTATGGACGTC", "sc5p_v2_hs_PBMC_10k_b_AACCATGTCTAGCACA", "1736", "17", "IGHV4-31", "IGHD2-8", "IGHJ6", "TGTGCCGGGGGTTCGGGATATTGTACTAATGGTGTATGCTATCCCCGCGGGTTTGACTACTACTACGGTATGGACGTCTGG", "CAGGSGYCTNGVCYPRGFDYYYGMDVW", "IGHJ6*02", "100.0", "57.0", "0.0", "0.0", "436.0", "492.0", "7.0", "63.0", "5.86e-27", "106.0", "ACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "ACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "IGHJ6*02", null, "4.05e-28", "110.0", "IGHD2-8*01", "100.0", "27.0", "0.0", "0.0", "396.0", "422.0", "2.0", "28.0", "1.6e-10", "51.0", "GGATATTGTACTAATGGTGTATGCTAT", "GGATATTGTACTAATGGTGTATGCTAT", "IGHD2-8*01", null, "5.6e-11", "52.6", "IGHV4-30-2*01", "CAGCTGCAGCTGCAGGAGTCCGGCTCA...GGACTGGTGAAGCCTTCACAGACCCTGTCCCTCACCTGCGCTGTCTCTGGTGGCTCCATCAGC......AGTGGTGGTTACTCCTGGAGCTGGATCCGGCAGCCACCAGGGAAGGGCCTGGAGTGGATTGGGTACATCTATCATAGT.........GGGAGCACCTACTACAACCCGTCCCTCAAG...AGTCGAGTCACCATATCAGTAGACAGGTCCAAGAACCAGTTCTCCCTGAAGCTGAGCTCTGTGACCGCCGCGGACACGGCCGTGTATTACTGTGCCNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "493.0", "563.0", "132.0", "100.0", "IGHM", "27", "QLQLQESGSGLVKPSQTLSLTCAVS", "WSWIRQPPGKGLEWIGY", "YYNPSLKSRVTISVDRSKNQFSLKLSSVTAADTAVYYC", "WGQGTTVTVSS", "GGSISSGGYS", "IYHSGST", "AGGSGYCTNGVCYPRGFDYYYGMDV", "QLQLQESGSGLVKPSQTLSLTCAVSGGSISSGGYSWSWIRQPPGKGLEWIGYIYHSGSTYYNPSLKSRVTISVDRSKNQFSLKLSSVTAADTAVYYCAGGSGYCTNGVCYPRGFDYYYGMDVWGQGTTVTVSS", "QLQLQESGSGLVKPSQTLSLTCAVSGGSISSGGYSWSWIRQPPGKGLEWIGYIYHSGSTYYNPSLKSRVTISVDRSKNQFSLKLSSVTAADTAVYYCA", "GYCTNGVCY", "YYYGMDVWGQGTTVTVSS", null, "[\"IGHJ6*02\"]", "1.0", "[436]", "[492]", "[5.86e-27]", "0.0", "F", "F", "Standard", "B_VDJ_184_4_1_VJ_181_2_1" ], [ "40", "sc5p_v2_hs_PBMC_10k_b_AACCGCGCATGAGCGA_contig_1", "GAGCTACAACAGGCAGGCAGGGGCAGCAAGATGGTGTTGCAGACCCAGGTCTTCATTTCTCTGTTGCTCTGGATCTCTGGTGCCTACGGGGACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGGGCGAGAGGGCCACCATCAACTGCAAGTCCAGCCAGAGTGTTTTATACAGCTCCAACAATAAGAACTACTTAGCTTGGTACCAGCAGAAACCAGGACAGCCTCCTAAGCTGCTCATTTACTGGGCATCTACCCGGGAATCCGGGGTCCCTGACCGATTCAGTGGCAGCGGGTCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGGCTGAAGATGTGGCAGTTTATTACTGTCAGCAATATTATAGTACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV4-1*01", null, "IGKJ2*01", "GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGGGCGAGAGGGCCACCATCAACTGCAAGTCCAGCCAGAGTGTTTTATACAGCTCCAACAATAAGAACTACTTAGCTTGGTACCAGCAGAAACCAGGACAGCCTCCTAAGCTGCTCATTTACTGGGCA.....................TCTACCCGGGAATCCGGGGTCCCT...GACCGATTCAGTGGCAGCGGG......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGGCTGAAGATGTGGCAGTTTATTACTGTCAGCAATATTATAGTACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGGGCGAGAGGGCCACCATCAACTGCAAGTCCAGCCAGAGTGTTTTATACAGCTCCAACAATAAGAACTACTTAGCTTGGTACCAGCAGAAACCAGGACAGCCTCCTAAGCTGCTCATTTACTGGGCA.....................TCTACCCGGGAATCCGGGGTCCCT...GACCGATTCAGTGGCAGCGGG......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGGCTGAAGATGTGGCAGTTTATTACTGTCAGCAATATTATAGTACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "TGTCAGCAATATTATAGTACTCCGTACACTTTT", "CQQYYSTPYTF", "90S302=", null, "392S1N38=", "F", "T", "IGK", "33", "0", null, "91", "392", "1", "332", null, null, null, null, "393", "430", "2", "39", "472.0", "1.0", "6.27e-135", null, null, null, "73.7", "1.0", "4.04e-17", "GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGGGCGAGAGGGCCACCATCAACTGCAAGTCCAGC", "TTAGCTTGGTACCAGCAGAAACCAGGACAGCCTCCTAAGCTGCTCATTTAC", "ACCCGGGAATCCGGGGTCCCT...GACCGATTCAGTGGCAGCGGG......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGGCTGAAGATGTGGCAGTTTATTACTGT", "TTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "CAGAGTGTTTTATACAGCTCCAACAATAAGAACTAC", "TGGGCA.....................TCT", "CAGCAATATTATAGTACTCCGTACACT", "sc5p_v2_hs_PBMC_10k_b_AACCGCGCATGAGCGA", "8209", "59", "IGKV4-1", null, "IGKJ2", "TGTCAGCAATATTATAGTACTCCGTACACTTTT", "CQQYYSTPYTF", "IGKJ2*01", "100.0", "38.0", "0.0", "0.0", "393.0", "430.0", "2.0", "39.0", "2.15e-16", "71.3", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "GTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "IGKJ2*01", null, "4.04e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV4-1*01", "GACATCGTGATGACCCAGTCTCCAGACTCCCTGGCTGTGTCTCTGGGCGAGAGGGCCACCATCAACTGCAAGTCCAGCCAGAGTGTTTTATACAGCTCCAACAATAAGAACTACTTAGCTTGGTACCAGCAGAAACCAGGACAGCCTCCTAAGCTGCTCATTTACTGGGCA.....................TCTACCCGGGAATCCGGGGTCCCT...GACCGATTCAGTGGCAGCGGG......TCTGGGACAGATTTCACTCTCACCATCAGCAGCCTGCAGGCTGAAGATGTGGCAGTTTATTACTGTCAGCAATATTATAGTACTCCGTACACTTTTGGCCAGGGGACCAAGCTGGAGATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "430.0", "566.0", "254.0", "100.0", "IGKC", "11", "DIVMTQSPDSLAVSLGERATINCKSS", "LAWYQQKPGQPPKLLIY", "TRESGVPDRFSGSGSGTDFTLTISSLQAEDVAVYYC", "FGQGTKLEIK", "QSVLYSSNNKNY", "WAS", "QQYYSTPYT", "DIVMTQSPDSLAVSLGERATINCKSSQSVLYSSNNKNYLAWYQQKPGQPPKLLIYWASTRESGVPDRFSGSGSGTDFTLTISSLQAEDVAVYYCQQYYSTPYTFGQGTKLEIK", "DIVMTQSPDSLAVSLGERATINCKSSQSVLYSSNNKNYLAWYQQKPGQPPKLLIYWASTRESGVPDRFSGSGSGTDFTLTISSLQAEDVAVYYCQQYYSTP", null, "YTFGQGTKLEIK", null, "[\"IGKJ2*01\"]", "1.0", "[393]", "[430]", "[2.15e-16]", "0.0", "F", "F", "Standard", "B_VDJ_256_2_1_VJ_143_2_1" ], [ "41", "sc5p_v2_hs_PBMC_10k_b_AACCGCGCATGAGCGA_contig_2", "GGAGAGCCTGCTGAATTCTGGCTGACCAGGGCAGTCACCAGAGCTCCAGACAATGTCTGTCTCCTTCCTCATCTTCCTGCCCGTGCTGGGCCTCCCATGGGGTGTCCTGTCACAGGTACAGCTGCAGCAGTCAGGTCCAGGACTGGTGAAGCCCTCGCAGACCCTCTCACTCACCTGTGCCATCTCCGGGGACAGTGTCTCTAGCAACAGTGCTGCTTGGAACTGGATCAGGCAGTCCCCATCGAGAGGCCTTGAGTGGCTGGGAAGGACATACTACAGGTCCAAGTGGTATAATGATTATGCAGTATCTGTGAAAAGTCGAATAACCATCAACCCAGACACATCCAAGAACCAGTTCTCCCTGCAGCTGAACTCTGTGACTCCCGAGGACACGGCTGTGTATTACTGTGCAAGAGATGAGGGAATAGCAGCTCGTACGAGAGGGGAGACCCACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV6-1*01", "IGHD6-6*01", "IGHJ6*02", "CAGGTACAGCTGCAGCAGTCAGGTCCA...GGACTGGTGAAGCCCTCGCAGACCCTCTCACTCACCTGTGCCATCTCCGGGGACAGTGTCTCT......AGCAACAGTGCTGCTTGGAACTGGATCAGGCAGTCCCCATCGAGAGGCCTTGAGTGGCTGGGAAGGACATACTACAGGTCC...AAGTGGTATAATGATTATGCAGTATCTGTGAAA...AGTCGAATAACCATCAACCCAGACACATCCAAGAACCAGTTCTCCCTGCAGCTGAACTCTGTGACTCCCGAGGACACGGCTGTGTATTACTGTGCAAGAGATGAGGGAATAGCAGCTCGTACGAGAGGGGAGACCCACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "CAGGTACAGCTGCAGCAGTCAGGTCCA...GGACTGGTGAAGCCCTCGCAGACCCTCTCACTCACCTGTGCCATCTCCGGGGACAGTGTCTCT......AGCAACAGTGCTGCTTGGAACTGGATCAGGCAGTCCCCATCGAGAGGCCTTGAGTGGCTGGGAAGGACATACTACAGGTCC...AAGTGGTATAATGATTATGCAGTATCTGTGAAA...AGTCGAATAACCATCAACCCAGACACATCCAAGAACCAGTTCTCCCTGCAGCTGAACTCTGTGACTCCCGAGGACACGGCTGTGTATTACTGTGCAAGAGANNNNNNNATAGCAGCTCGTNNNNNNNNNNNNNNNNACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "TGTGCAAGAGATGAGGGAATAGCAGCTCGTACGAGAGGGGAGACCCACTACTACTACTACGGTATGGACGTCTGG", "CARDEGIAARTRGETHYYYYGMDVW", "112S305=", "424S4N12=", "452S3N60=", "F", "T", "IGH", "75", "7", "16.0", "113", "417", "1", "320", "425.0", "436.0", "5.0", "16.0", "453", "512", "4", "63", "477.0", "1.0", "2.53e-136", "23.8", "1.0", "0.028", "116.0", "1.0", "7.7e-30", "CAGGTACAGCTGCAGCAGTCAGGTCCA...GGACTGGTGAAGCCCTCGCAGACCCTCTCACTCACCTGTGCCATCTCC", "TGGAACTGGATCAGGCAGTCCCCATCGAGAGGCCTTGAGTGGCTGGGAAGG", "GATTATGCAGTATCTGTGAAA...AGTCGAATAACCATCAACCCAGACACATCCAAGAACCAGTTCTCCCTGCAGCTGAACTCTGTGACTCCCGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "GGGGACAGTGTCTCT......AGCAACAGTGCTGCT", "ACATACTACAGGTCC...AAGTGGTATAAT", "GCAAGAGATGAGGGAATAGCAGCTCGTACGAGAGGGGAGACCCACTACTACTACTACGGTATGGACGTC", "sc5p_v2_hs_PBMC_10k_b_AACCGCGCATGAGCGA", "3068", "34", "IGHV6-1", null, "IGHJ6", "TGTGCAAGAGATGAGGGAATAGCAGCTCGTACGAGAGGGGAGACCCACTACTACTACTACGGTATGGACGTCTGG", "CARDEGIAARTRGETHYYYYGMDVW", "IGHJ6*02", "100.0", "60.0", "0.0", "0.0", "453.0", "512.0", "4.0", "63.0", "1.3000000000000002e-28", "111.0", "ACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "ACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "IGHJ6*02", null, "7.7e-30", "116.0", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD6-6*01", null, "0.028", "23.8", "IGHV6-1*01", "CAGGTACAGCTGCAGCAGTCAGGTCCA...GGACTGGTGAAGCCCTCGCAGACCCTCTCACTCACCTGTGCCATCTCCGGGGACAGTGTCTCT......AGCAACAGTGCTGCTTGGAACTGGATCAGGCAGTCCCCATCGAGAGGCCTTGAGTGGCTGGGAAGGACATACTACAGGTCC...AAGTGGTATAATGATTATGCAGTATCTGTGAAA...AGTCGAATAACCATCAACCCAGACACATCCAAGAACCAGTTCTCCCTGCAGCTGAACTCTGTGACTCCCGAGGACACGGCTGTGTATTACTGTGCAAGAGANNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNACTACTACTACTACGGTATGGACGTCTGGGGCCAAGGGACCACGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "513.0", "583.0", "132.0", "100.0", "IGHM", "25", "QVQLQQSGPGLVKPSQTLSLTCAIS", "WNWIRQSPSRGLEWLGR", "DYAVSVKSRITINPDTSKNQFSLQLNSVTPEDTAVYYC", "WGQGTTVTVSS", "GDSVSSNSAA", "TYYRSKWYN", "ARDEGIAARTRGETHYYYYGMDV", "QVQLQQSGPGLVKPSQTLSLTCAISGDSVSSNSAAWNWIRQSPSRGLEWLGRTYYRSKWYNDYAVSVKSRITINPDTSKNQFSLQLNSVTPEDTAVYYCARDEGIAARTRGETHYYYYGMDVWGQGTTVTVSS", "QVQLQQSGPGLVKPSQTLSLTCAISGDSVSSNSAAWNWIRQSPSRGLEWLGRTYYRSKWYNDYAVSVKSRITINPDTSKNQFSLQLNSVTPEDTAVYYCAR", "IAAR", "YYYYGMDVWGQGTTVTVSS", null, "[\"IGHJ6*02\"]", "1.0", "[453]", "[512]", "[1.3e-28]", "0.0", "F", "F", "Standard", "B_VDJ_256_2_1_VJ_143_2_1" ], [ "42", "sc5p_v2_hs_PBMC_10k_b_AACGTTGGTCGTTGTA_contig_2", "CAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCATTCGGTGATCAGCACTGAACACAGAGGACTCACCATGGAGTTTGGGCTGAGCTGGGTTTTCCTCGTTGCTCTTTTAAGAGGTGTCCAGTGTCAGGTGCAGCTGGTGGAGTCTGGGGGAGGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTCAGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATCATATGATGGAAGTAATAAATACTATGCAGACTCCGTGAAGGGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGATGATACAGCTATGGTTACGGCCGATTTCTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV3-30*18,IGHV3-30-5*01", "IGHD5-18*01,IGHD5-5*01", "IGHJ4*02", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATCATATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGATGATACAGCTATGGTTACGGCCGATTTCTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATCATATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGANGATACAGCTATGGTTACNNNNNNNNNCTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGCGAAAGATGATACAGCTATGGTTACGGCCGATTTCTTTGACTACTGG", "CAKDDTAMVTADFFDYW", "137S296=", "434S3N17=", "460S4N44=", "F", "T", "IGH", "51", "1", "9.0", "138", "433", "1", "320", "435.0", "451.0", "4.0", "20.0", "461", "504", "5", "48", "463.0", "1.0", "4.159999999999999e-132", "33.4", "1.0", "3.51e-05", "85.3", "1.0", "1.38e-20", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCCTCT", "ATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTT", "TACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGATTCACCTTC............AGTAGCTATGGC", "ATATCATATGAT......GGAAGTAATAAA", "GCGAAAGATGATACAGCTATGGTTACGGCCGATTTCTTTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AACGTTGGTCGTTGTA", "1215", "14", "IGHV3-30", null, "IGHJ4", "TGTGCGAAAGATGATACAGCTATGGTTACGGCCGATTTCTTTGACTACTGG", "CAKDDTAMVTADFFDYW", "IGHJ4*02", "100.0", "44.0", "0.0", "0.0", "461.0", "504.0", "5.0", "48.0", "1.01e-19", "82.4", "CTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "CTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "1.38e-20", "85.3", "IGHD5-5*01", "100.0", "17.0", "0.0", "0.0", "435.0", "451.0", "4.0", "20.0", "5.48e-05", "32.5", "GATACAGCTATGGTTAC", "GATACAGCTATGGTTAC", "IGHD5-18*01,IGHD5-5*01", null, "3.51e-05", "33.4", "IGHV3-30*18", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGAGGTCCCTGAGACTCTCCTGTGCAGCCTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCAGTTATATCATATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAAAGANNNNNNNNNNNNNNNNNNNNNNNNNNNCTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "505.0", "575.0", "132.0", "100.0", "IGHM", "17", "QVQLVESGGGVVQPGRSLRLSCAAS", "MHWVRQAPGKGLEWVAV", "YYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYC", "WGQGTLVTVSS", "GFTFSSYG", "ISYDGSNK", "AKDDTAMVTADFFDY", "QVQLVESGGGVVQPGRSLRLSCAASGFTFSSYGMHWVRQAPGKGLEWVAVISYDGSNKYYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCAKDDTAMVTADFFDYWGQGTLVTVSS", "QVQLVESGGGVVQPGRSLRLSCAASGFTFSSYGMHWVRQAPGKGLEWVAVISYDGSNKYYADSVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCAK", "DTAMVT", "FDYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[461]", "[504]", "[1.01e-19]", "0.0", "F", "F", "Standard", "B_VDJ_106_8_5_VJ_245_2_1" ], [ "43", "sc5p_v2_hs_PBMC_10k_b_AACGTTGGTCGTTGTA_contig_1", "AGAGCTCTGGGGAGTCTGCACCATGGCTTGGACCCCACTCCTCTTCCTCACCCTCCTCCTCCACTGCACAGGGTCTCTCTCCCAGCTTGTGCTGACTCAATCGCCCTCTGCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGCAGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGATGGCAGCCACAGCAAGGGGGACGGGATCCCTGATCGCTTCTCAGGCTCCAGCTCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV4-69*01", null, "IGLJ3*02", "CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTCAGACCTGGGGCACTGGCATTTGGGTGTTC", "CQTWGTGIWVF", "82S297=", null, "379S1N37=", "F", "T", "IGL", "33", "0", null, "83", "379", "1", "333", null, null, null, null, "380", "416", "2", "38", "464.0", "1.0", "1.55e-132", null, null, null, "71.8", "1.0", "1.7e-16", "CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGC", "ATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAG", "AGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGT", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AGTGGGCACAGC...............AGCTACGCC", "CTTAACAGTGAT.........GGCAGCCAC", "CAGACCTGGGGCACTGGCATTTGGGTG", "sc5p_v2_hs_PBMC_10k_b_AACGTTGGTCGTTGTA", "1282", "11", "IGLV4-69", null, "IGLJ3", "TGTCAGACCTGGGGCACTGGCATTTGGGTGTTC", "CQTWGTGIWVF", "IGLJ3*02", "100.0", "38.0", "0.0", "0.0", "379.0", "416.0", "1.0", "38.0", "2.39e-16", "71.3", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ3*02", null, "1.7e-16", "71.8", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV4-69*01", "CAGCTTGTGCTGACTCAATCGCCCTCT...GCCTCTGCCTCCCTGGGAGCCTCGGTCAAGCTCACCTGCACTCTGAGCAGTGGGCACAGC...............AGCTACGCCATCGCATGGCATCAGCAGCAGCCAGAGAAGGGCCCTCGGTACTTGATGAAGCTTAACAGTGAT.........GGCAGCCACAGCAAGGGGGACGGGATCCCT...GATCGCTTCTCAGGCTCCAGC......TCTGGGGCTGAGCGCTACCTCACCATCTCCAGCCTCCAGTCTGAGGATGAGGCTGACTATTACTGTCAGACCTGGGGCACTGGCATTTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC3", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "417.0", "627.0", "390.0", "100.0", "IGLC3", "11", "QLVLTQSPSASASLGASVKLTCTLS", "IAWHQQQPEKGPRYLMK", "SKGDGIPDRFSGSSSGAERYLTISSLQSEDEADYYC", "FGGGTKLTVL", "SGHSSYA", "LNSDGSH", "QTWGTGIWV", "QLVLTQSPSASASLGASVKLTCTLSSGHSSYAIAWHQQQPEKGPRYLMKLNSDGSHSKGDGIPDRFSGSSSGAERYLTISSLQSEDEADYYCQTWGTGIWVFGGGTKLTVL", "QLVLTQSPSASASLGASVKLTCTLSSGHSSYAIAWHQQQPEKGPRYLMKLNSDGSHSKGDGIPDRFSGSSSGAERYLTISSLQSEDEADYYCQTWGTGI", null, "WVFGGGTKLTVL", null, "[\"IGLJ3*02\"]", "1.0", "[379]", "[416]", "[2.39e-16]", "0.0", "F", "F", "Standard", "B_VDJ_106_8_5_VJ_245_2_1" ], [ "44", "sc5p_v2_hs_PBMC_10k_b_AACTCCCTCGTACCGG_contig_1", "AGGAGTCAGACCCAGTCAGGACACAGCATGGACATGAGGGTCCCCGCTCAGCTCCTGGGGCTCCTGCTGCTCTGGCTCCCAGGTGCCAAATGTGACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATTAGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCGTCTAGTTTAGAAAGTGGGGTCCCATCAAGGTTCAGCGGCAGTGGATCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAACGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "F", "T", "IGKV1-5*03", null, "IGKJ1*01", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATT..................AGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCG.....................TCTAGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATT..................AGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCG.....................TCTAGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "TGCCAACAGTATAATAGTTATTCGTGGACGTTC", "CQQYNSYSWTF", "93S284=", null, "377S38=", "F", "T", "IGK", "33", "0", null, "94", "377", "1", "332", null, null, null, null, "378", "415", "1", "38", "444.0", "1.0", "1.69e-126", null, null, null, "73.7", "1.0", "3.93e-17", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGT", "TTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTAT", "AGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGC", "TTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "CAGAGTATT..................AGTAGCTGG", "AAGGCG.....................TCT", "CAACAGTATAATAGTTATTCGTGGACG", "sc5p_v2_hs_PBMC_10k_b_AACTCCCTCGTACCGG", "6501", "49", "IGKV1-5", null, "IGKJ1", "TGCCAACAGTATAATAGTTATTCGTGGACGTTC", "CQQYNSYSWTF", "IGKJ1*01", "100.0", "38.0", "0.0", "0.0", "378.0", "415.0", "1.0", "38.0", "2.09e-16", "71.3", "GTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "GTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "IGKJ1*01", null, "3.93e-17", "73.7", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGKV1-5*03", "GACATCCAGATGACCCAGTCTCCTTCCACCCTGTCTGCATCTGTAGGAGACAGAGTCACCATCACTTGCCGGGCCAGTCAGAGTATT..................AGTAGCTGGTTGGCCTGGTATCAGCAGAAACCAGGGAAAGCCCCTAAGCTCCTGATCTATAAGGCG.....................TCTAGTTTAGAAAGTGGGGTCCCA...TCAAGGTTCAGCGGCAGTGGA......TCTGGGACAGAATTCACTCTCACCATCAGCAGCCTGCAGCCTGATGATTTTGCAACTTATTACTGCCAACAGTATAATAGTTATTCGTGGACGTTCGGCCAAGGGACCAAGGTGGAAATCAAAC", "sc5p_v2_hs_PBMC_10k_b", "IGKC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "CGAACTGTGGCTGCACCATCTGTCTTCATCTTCCCGCCATCTGATGAGCAGTTGAAATCTGGAACTGCCTCTGTTGTGTGCCTGCTGAATAACTTCTATCCCAGAGAGGCCAAAGTACAGTGGAAGGTGGATAACGC", "415.0", "551.0", "254.0", "100.0", "IGKC", "11", "DIQMTQSPSTLSASVGDRVTITCRAS", "LAWYQQKPGKAPKLLIY", "SLESGVPSRFSGSGSGTEFTLTISSLQPDDFATYYC", "FGQGTKVEIK", "QSISSW", "KAS", "QQYNSYSWT", "DIQMTQSPSTLSASVGDRVTITCRASQSISSWLAWYQQKPGKAPKLLIYKASSLESGVPSRFSGSGSGTEFTLTISSLQPDDFATYYCQQYNSYSWTFGQGTKVEIK", "DIQMTQSPSTLSASVGDRVTITCRASQSISSWLAWYQQKPGKAPKLLIYKASSLESGVPSRFSGSGSGTEFTLTISSLQPDDFATYYCQQYNSYS", null, "WTFGQGTKVEIK", null, "[\"IGKJ1*01\"]", "1.0", "[378]", "[415]", "[2.09e-16]", "0.0", "F", "F", "Standard", "B_VDJ_52_2_2_VJ_46_3_1" ], [ "45", "sc5p_v2_hs_PBMC_10k_b_AACTCCCTCGTACCGG_contig_2", "CTCGGACCGGGGATGACCGCGTTCTTATCTGGGGGACTCCTGTGCCCCACCATGGACACACTTTGCTACACACTCCTGCTGCTGACCACCCCTTCCTGGGTCTTGTCCCAGGTCACCTTGAAGGAGTCTGGTCCTGTGCTGGTGAAACCCACAGAGACCCTCACGCTGACCTGCACCGTCTCTGGGTTCTCACTCAGCAATGCTAGAATGGGTGTGAGCTGGATCCGTCAGCCCCCAGGGAAGGCCCTGGAGTGGCTTGCACACATTTTTTCGAATGACGAAAAATCCTACAGCACATCTCTGAAGAGCAGGCTCACCATCTCCAAGGACACCTCCAAAAGCCAGGTGGTCCTTACCATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACGGACGCCGAGATGGCTACAATGTTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV2-26*01", "IGHD5-24*01", "IGHJ4*02", "CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCACAGAGACCCTCACGCTGACCTGCACCGTCTCTGGGTTCTCACTCAGC......AATGCTAGAATGGGTGTGAGCTGGATCCGTCAGCCCCCAGGGAAGGCCCTGGAGTGGCTTGCACACATTTTTTCGAAT.........GACGAAAAATCCTACAGCACATCTCTGAAG...AGCAGGCTCACCATCTCCAAGGACACCTCCAAAAGCCAGGTGGTCCTTACCATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACGGACGCCGAGATGGCTACAATGTTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCACAGAGACCCTCACGCTGACCTGCACCGTCTCTGGGTTCTCACTCAGC......AATGCTAGAATGGGTGTGAGCTGGATCCGTCAGCCCCCAGGGAAGGCCCTGGAGTGGCTTGCACACATTTTTTCGAAT.........GACGAAAAATCCTACAGCACATCTCTGAAG...AGCAGGCTCACCATCTCCAAGGACACCTCCAAAAGCCAGGTGGTCCTTACCATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACGGANNNNGAGATGGCTACAATNNTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGCACGGACGCCGAGATGGCTACAATGTTTTGACTACTGG", "CARTPRWLQCFDYW", "108S298=", "410S3N14=", "426S5N43=", "F", "T", "IGH", "42", "4", "2.0", "109", "406", "1", "319", "411.0", "424.0", "4.0", "17.0", "427", "469", "6", "48", "466.0", "1.0", "4.4800000000000006e-133", "27.6", "1.0", "0.002", "83.4", "1.0", "4.9199999999999996e-20", "CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCACAGAGACCCTCACGCTGACCTGCACCGTCTCT", "GTGAGCTGGATCCGTCAGCCCCCAGGGAAGGCCCTGGAGTGGCTTGCACAC", "TCCTACAGCACATCTCTGAAG...AGCAGGCTCACCATCTCCAAGGACACCTCCAAAAGCCAGGTGGTCCTTACCATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGGTTCTCACTCAGC......AATGCTAGAATGGGT", "ATTTTTTCGAAT.........GACGAAAAA", "GCACGGACGCCGAGATGGCTACAATGTTTTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AACTCCCTCGTACCGG", "3845", "35", "IGHV2-26", null, "IGHJ4", "TGTGCACGGACGCCGAGATGGCTACAATGTTTTGACTACTGG", "CARTPRWLQCFDYW", "IGHJ4*02", "100.0", "43.0", "0.0", "0.0", "427.0", "469.0", "6.0", "48.0", "3.4e-19", "80.5", "TTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "4.92e-20", "83.4", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD5-24*01", null, "0.002", "27.6", "IGHV2-26*01", "CAGGTCACCTTGAAGGAGTCTGGTCCT...GTGCTGGTGAAACCCACAGAGACCCTCACGCTGACCTGCACCGTCTCTGGGTTCTCACTCAGC......AATGCTAGAATGGGTGTGAGCTGGATCCGTCAGCCCCCAGGGAAGGCCCTGGAGTGGCTTGCACACATTTTTTCGAAT.........GACGAAAAATCCTACAGCACATCTCTGAAG...AGCAGGCTCACCATCTCCAAGGACACCTCCAAAAGCCAGGTGGTCCTTACCATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACGGANNNNNNNNNNNNNNNNNNNNTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "470.0", "540.0", "132.0", "100.0", "IGHM", "14", "QVTLKESGPVLVKPTETLTLTCTVS", "VSWIRQPPGKALEWLAH", "SYSTSLKSRLTISKDTSKSQVVLTMTNMDPVDTATYYC", "WGQGTLVTVSS", "GFSLSNARMG", "IFSNDEK", "ARTPRWLQCFDY", "QVTLKESGPVLVKPTETLTLTCTVSGFSLSNARMGVSWIRQPPGKALEWLAHIFSNDEKSYSTSLKSRLTISKDTSKSQVVLTMTNMDPVDTATYYCARTPRWLQCFDYWGQGTLVTVSS", "QVTLKESGPVLVKPTETLTLTCTVSGFSLSNARMGVSWIRQPPGKALEWLAHIFSNDEKSYSTSLKSRLTISKDTSKSQVVLTMTNMDPVDTATYYCAR", "RWLQ", "FDYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[427]", "[469]", "[3.4e-19]", "0.0", "F", "F", "Standard", "B_VDJ_52_2_2_VJ_46_3_1" ], [ "46", "sc5p_v2_hs_PBMC_10k_b_AACTCTTAGTAGCCGA_contig_2", "AGGGCTGGTGGGATCAGTCCTGGTGGTAGCTCAGGAAGCAGAGCCTGGAGCATCTCCACTATGGCCTGGGCTCCACTACTTCTCACCCTCCTCGCTCACTGCACAGGTTCTTGGGCCAATTTTATGCTGACTCAGCCCCACTCTGTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCGGCAGCAGTGGCAGCATTGCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACTACTGTGATCTATGAGGATAACCAAAGACCCTCTGGGGTCCCTGATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATCATTGGGTGTTCGGCGGAGGGACCAAGTTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "T", "IGLV6-57*02", null, "IGLJ3*02", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCGGCAGCAGTGGCAGCATT............GCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACTACTGTGATCTATGAGGAT.....................AACCAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATCATTGGGTGTTCGGCGGAGGGACCAAGTTGACCGTCCTAG", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCGGCAGCAGTGGCAGCATT............GCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACCACTGTGATCTATGAGGAT.....................AACCAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATCATTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTCAGTCTTATGATAGCAGCAATCATTGGGTGTTC", "CQSYDSSNHWVF", "117S137=1X158=", null, "413S25=1X12=", "F", "T", "IGL", "36", "0", null, "118", "413", "1", "335", null, null, null, null, "414", "451", "1", "38", "459.0", "0.99662", "4.15e-131", null, null, null, "68.0", "0.97368", "2.58e-15", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCGGCAGC", "GTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACTACTGTGATCTAT", "CAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGT", "TTCGGCGGAGGGACCAAGTTGACCGTCCTAG", "AGTGGCAGCATT............GCCAGCAACTAT", "GAGGAT.....................AAC", "CAGTCTTATGATAGCAGCAATCATTGGGTG", "sc5p_v2_hs_PBMC_10k_b_AACTCTTAGTAGCCGA", "5981", "44", "IGLV6-57", null, "IGLJ3", "TGTCAGTCTTATGATAGCAGCAATCATTGGGTGTTC", "CQSYDSSNHWVF", "IGLJ3*02", "97.368", "38.0", "1.0", "0.0", "414.0", "451.0", "1.0", "38.0", "1.17e-14", "65.8", "TTGGGTGTTCGGCGGAGGGACCAAGTTGACCGTCCTAG", "TTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ3*02", null, "2.58e-15", "68.0", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV6-57*02", "AATTTTATGCTGACTCAGCCCCACTCT...GTGTCGGAGTCTCCGGGGAAGACGGTAACCATCTCCTGCACCGGCAGCAGTGGCAGCATT............GCCAGCAACTATGTGCAGTGGTACCAGCAGCGCCCGGGCAGTGCCCCCACCACTGTGATCTATGAGGAT.....................AACCAAAGACCCTCTGGGGTCCCT...GATCGGTTCTCTGGCTCCATCGACAGCTCCTCCAACTCTGCCTCCCTCACCATCTCTGGACTGAAGACTGAGGACGAGGCTGACTACTACTGTCAGTCTTATGATAGCAGCAATCATTGGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC3", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCACCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "452.0", "662.0", "390.0", "100.0", "IGLC3", "12", "NFMLTQPHSVSESPGKTVTISCTGS", "VQWYQQRPGSAPTTVIY", "QRPSGVPDRFSGSIDSSSNSASLTISGLKTEDEADYYC", "FGGGTKLTVL", "SGSIASNY", "EDN", "QSYDSSNHWV", "NFMLTQPHSVSESPGKTVTISCTGSSGSIASNYVQWYQQRPGSAPTTVIYEDNQRPSGVPDRFSGSIDSSSNSASLTISGLKTEDEADYYCQSYDSSNHWVFGGGTKLTVL", "NFMLTQPHSVSESPGKTVTISCTGSSGSIASNYVQWYQQRPGSAPTTVIYEDNQRPSGVPDRFSGSIDSSSNSASLTISGLKTEDEADYYCQSYDSSN", null, "WVFGGGTKLTVL", null, "[\"IGLJ3*02\"]", "1.0", "[414]", "[451]", "[1.17e-14]", "2.0", "F", "F", "Standard", "B_VDJ_106_5_7_VJ_257_2_1" ], [ "47", "sc5p_v2_hs_PBMC_10k_b_AACTCTTAGTAGCCGA_contig_1", "GAGCTCTGGGAGAGGAGCCCAGCACTAGAAGTCGGCGGTGTTTCCATTCGGTGATCAGCACTGAACACAGAGGACTCACCATGGAGTTTGGGCTGAGCTGGGTTTTCCTCGTTGCTCTTTTAAGAGGTGTCCAGTGTCAGGTGCAGCTGGTGGAGTCTGGGGGAGGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCAGGATTCACCTTCAGTAGTCATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGATGGAAGTAAAGAATACTATGTAGACGCCGTGAAGGGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAGGGACCAGTGGCTGGCGTACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGCCTCCACCAAGGGCCCATCGGTCTTCCCCCTGGCACCCTCCTCCAAGAGCACCTCTGGGGGCACAGCGGCCCTGGGCTGCCTGGTCAAGGACTACTTCCCCGAACCGGTGACGGTGTCGTGGAACTCAGGCGCCCTGACCAGCGGCGTGCACACCTTCCCGGCTGTCCTACAGTCCTCAGGA", "F", "T", "IGHV3-30*02,IGHV3-30-5*02", "IGHD6-19*01", "IGHJ4*02", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCAGGATTCACCTTC............AGTAGTCATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGAT......GGAAGTAAAGAATACTATGTAGACGCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGAGGGACCAGTGGCTGGCGTACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGANNNNNCAGTGGCTGGNNNACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGCGAGGGACCAGTGGCTGGCGTACTACTTTGACTACTGG", "CARDQWLAYYFDYW", "137S74=1X17=2X76=2X9=1X4=1X105=", "434S8N10=", "447S48=", "F", "T", "IGH", "42", "5", "3.0", "138", "429", "1", "316", "435.0", "444.0", "9.0", "18.0", "448", "495", "1", "48", "434.0", "0.97603", "1.3600000000000002e-123", "19.9", "1.0", "0.43", "93.0", "1.0", "7.9e-23", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCA", "ATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTT", "TACTATGTAGACGCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGATTCACCTTC............AGTAGTCATGGC", "ATACGGTATGAT......GGAAGTAAAGAA", "GCGAGGGACCAGTGGCTGGCGTACTACTTTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AACTCTTAGTAGCCGA", "1157", "14", "IGHV3-33", null, "IGHJ4", "TGTGCGAGGGACCAGTGGCTGGCGTACTACTTTGACTACTGG", "CARDQWLAYYFDYW", "IGHJ4*02", "100.0", "48.0", "0.0", "0.0", "448.0", "495.0", "1.0", "48.0", "7.12e-22", "89.8", "ACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "ACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "7.9e-23", "93.0", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD6-19*01", null, "0.43", "19.9", "IGHV3-30*02", "CAGGTGCAGCTGGTGGAGTCTGGGGGA...GGCGTGGTCCAGCCTGGGGGGTCCCTGAGACTCTCCTGTGCAGCGTCTGGATTCACCTTC............AGTAGCTATGGCATGCACTGGGTCCGCCAGGCTCCAGGCAAGGGGCTGGAGTGGGTGGCATTTATACGGTATGAT......GGAAGTAATAAATACTATGCAGACTCCGTGAAG...GGCCGATTCACCATCTCCAGAGACAATTCCAAGAACACGCTGTATCTGCAAATGAACAGCCTGAGAGCTGAGGACACGGCTGTGTATTACTGTGCGANNNNNNNNNNNNNNNNNNACTACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHG1", "GCCTCCACCAAGGGCCCATCGGTCTTCCCCCTGGCACCCTCCTCCAAGAGCACCTCTGGGGGCACAGCGGCCCTGGGCTGCCTGGTCAAGGACTACTTCCCCGAACCGGTGACGGTGTCGTGGAACTCAGGCGCCCTGACCAGCGGCGTGCACACCTTCCCGGCTGTCCTACAGTCCTCAGGA", "GCCTCCACCAAGGGCCCATCGGTCTTCCCCCTGGCACCCTCCTCCAAGAGCACCTCTGGGGGCACAGCGGCCCTGGGCTGCCTGGTCAAGGACTACTTCCCCGAACCGGTGACGGTGTCGTGGAACTCAGGCGCCCTGACCAGCGGCGTGCACACCTTCCCGGCTGTCCTACAGTCCTCAGGA", "495.0", "677.0", "339.0", "100.0", "IGHG1", "14", "QVQLVESGGGVVQPGGSLRLSCAAS", "MHWVRQAPGKGLEWVAF", "YYVDAVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYC", "WGQGTLVTVSS", "GFTFSSHG", "IRYDGSKE", "ARDQWLAYYFDY", "QVQLVESGGGVVQPGGSLRLSCAASGFTFSSHGMHWVRQAPGKGLEWVAFIRYDGSKEYYVDAVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCARDQWLAYYFDYWGQGTLVTVSS", "QVQLVESGGGVVQPGGSLRLSCAASGFTFSSHGMHWVRQAPGKGLEWVAFIRYDGSKEYYVDAVKGRFTISRDNSKNTLYLQMNSLRAEDTAVYYCA", "QWL", "YFDYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[448]", "[495]", "[7.12e-22]", "7.0", "F", "F", "Standard", "B_VDJ_106_5_7_VJ_257_2_1" ], [ "48", "sc5p_v2_hs_PBMC_10k_b_AACTCTTAGTAGCCGA_contig_3", "TGATTTGCATCATGGGCCGCTCTCTCCAGCAAGGGGATAAGAGAGGCCTGGGAGGAACCTGCTCAGTCTGGGCCTAAGGAAGCAGCACTGGTGGTGCCTCAGCCATGGCCTGGACCTTTCTCCTCCTCGGCCTCCTCTCTCACTGCACAGGCTCTGTGACCTCCTATGTGCTGACTCAGCCACCCTCAGTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGAAGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGATAGCGACCGGCCCTCAGGGATCCCTGAGCGATTCTCTGGCTCCAACTCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGCGTGGGAGAGTAGAAGTGATCATAGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAGGTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "F", "F", "IGLV3-21*01,IGLV3-21*04", null, "IGLJ3*02", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGA..................AGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGAT.....................AGCGACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGCGTGGGAGAGTAGAAGTGATCATAGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGA..................AGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGAT.....................AGCGACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGTGTGGGACAGTAGTAGTGATCATNGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "TGTCAGGCGTGGGAGAGTAGAAGTGATCATAGGTGTTC", "CQAWESRSDHRC", "161S265=1X6=1X5=1X9=", null, "450S3N35=", "T", "F", "IGL", "38", "1", null, "162", "449", "1", "339", null, null, null, null, "451", "485", "4", "38", "441.0", "0.98958", "1.86e-125", null, null, null, "68.0", "1.0", "2.72e-15", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAAC", "GTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTAT", "GACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGT", "TTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "AACATTGGA..................AGTAAAAGT", "TATGAT.....................AGC", "CAGGCGTGGGAGAGTAGAAGTGATCATAGGTG", "sc5p_v2_hs_PBMC_10k_b_AACTCTTAGTAGCCGA", "1038", "9", "IGLV3-21", null, "IGLJ3", null, null, "IGLJ3*02", "100.0", "35.0", "0.0", "0.0", "451.0", "485.0", "4.0", "38.0", "1.23e-14", "65.8", "GGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "GGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "IGLJ3*02", null, "2.72e-15", "68.0", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "IGLV3-21*01,IGLV3-21*04", "TCCTATGTGCTGACTCAGCCACCCTCA...GTGTCAGTGGCCCCAGGAAAGACGGCCAGGATTACCTGTGGGGGAAACAACATTGGA..................AGTAAAAGTGTGCACTGGTACCAGCAGAAGCCAGGCCAGGCCCCTGTGCTGGTCATCTATTATGAT.....................AGCGACCGGCCCTCAGGGATCCCT...GAGCGATTCTCTGGCTCCAAC......TCTGGGAACACGGCCACCCTGACCATCAGCAGGGTCGAAGCCGGGGATGAGGCCGACTATTACTGTCAGGTGTGGGACAGTAGTAGTGATCATNGGTGTTCGGCGGAGGGACCAAGCTGACCGTCCTAG", "sc5p_v2_hs_PBMC_10k_b", "IGLC", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "GTCAGCCCAAGGCTGCCCCCTCGGTCACTCTGTTCCCGCCCTCCTCTGAGGAGCTTCAAGCCAACAAGGCCACACTGGTGTGTCTCATAAGTGACTTCTACCCGGGAGCCGTGACAGTGGCCTGGAAGGCAGATAGCAGCCCCGTCAAGGCGGGAGTGGAGACCACCACACCCTCCAAACAAAGCAACAACAAGTACGCGGCCAGCAGCTA", "486.0", "696.0", "390.0", "100.0", "IGLC2", "13", "SYVLTQPPSVSVAPGKTARITCGGN", "VHWYQQKPGQAPVLVIY", "DRPSGIPERFSGSNSGNTATLTISRVEAGDEADYYC", "SAEGPS*PS", "NIGSKS", "YDS", "QAWESRSDHR", "SYVLTQPPSVSVAPGKTARITCGGNNIGSKSVHWYQQKPGQAPVLVIYYDSDRPSGIPERFSGSNSGNTATLTISRVEAGDEADYYCQAWESRSDHRCSAEGPS*PS*", "SYVLTQPPSVSVAPGKTARITCGGNNIGSKSVHWYQQKPGQAPVLVIYYDSDRPSGIPERFSGSNSGNTATLTISRVEAGDEADYYCQAWESRSDH", null, "CSAEGPS*PS*", null, "[\"IGLJ3*02\"]", "1.0", "[451]", "[485]", "[1.23e-14]", "3.0", "T", "T", "Standard", null ], [ "49", "sc5p_v2_hs_PBMC_10k_b_AACTCTTTCCGATATG_contig_1", "TTAGATGGGGAGTGACTCCTGTGCCCCACCATGGACACACTTTGCTCCACGCTCCTGCTGCTGACCATCCCTTCATGGGTCTTGTCCCAGATCACCTTGAAGGAGTCTGGTCCTACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGCACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGATGATGATAAGCGCTACAGCCCATCTCTGAAGAGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGATACTACAGTAACATTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAGGGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "F", "T", "IGHV2-5*02", "IGHD4-11*01,IGHD4-4*01", "IGHJ4*02", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGC......ACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGAT.........GATGATAAGCGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGATACTACAGTAACATTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGC......ACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGAT.........GATGATAAGCGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGANACTACAGTAACNTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "TGTGCACACAGATACTACAGTAACATTGACTACTGG", "CAHRYYSNIDYW", "87S300=", "388S2N11=", "400S6N42=", "F", "T", "IGH", "36", "1", "1.0", "88", "387", "1", "321", "389.0", "399.0", "3.0", "13.0", "401", "442", "7", "48", "469.0", "1.0", "4.900000000000001e-134", "21.8", "1.0", "0.093", "81.4", "1.0", "1.77e-19", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCT", "GTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTC", "CGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGT", "TGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "GGGTTCTCACTCAGC......ACTAGTGGAGTGGGT", "ATTTATTGGGAT.........GATGATAAG", "GCACACAGATACTACAGTAACATTGACTAC", "sc5p_v2_hs_PBMC_10k_b_AACTCTTTCCGATATG", "5055", "39", "IGHV2-5", null, "IGHJ4", "TGTGCACACAGATACTACAGTAACATTGACTACTGG", "CAHRYYSNIDYW", "IGHJ4*02", "97.778", "45.0", "1.0", "0.0", "398.0", "442.0", "4.0", "48.0", "1.16e-18", "78.7", "ACATTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "ACTTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "IGHJ4*02", null, "1.77e-19", "81.4", null, null, null, null, null, null, null, null, null, null, null, null, null, "IGHD4-11*01,IGHD4-4*01", null, "0.093", "21.8", "IGHV2-5*02", "CAGATCACCTTGAAGGAGTCTGGTCCT...ACGCTGGTGAAACCCACACAGACCCTCACGCTGACCTGCACCTTCTCTGGGTTCTCACTCAGC......ACTAGTGGAGTGGGTGTGGGCTGGATCCGTCAGCCCCCAGGAAAGGCCCTGGAGTGGCTTGCACTCATTTATTGGGAT.........GATGATAAGCGCTACAGCCCATCTCTGAAG...AGCAGGCTCACCATCACCAAGGACACCTCCAAAAACCAGGTGGTCCTTACAATGACCAACATGGACCCTGTGGACACAGCCACATATTACTGTGCACACAGANNNNNNNNNNNNNTTGACTACTGGGGCCAGGGAACCCTGGTCACCGTCTCCTCAG", "sc5p_v2_hs_PBMC_10k_b", "IGHM", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "GGAGTGCATCCGCCCCAACCCTTTTCCCCCTCGTCTCCTGTGAGAATTCCCCGTCGGATACGAGCAGCGTG", "443.0", "513.0", "132.0", "100.0", "IGHM", "12", "QITLKESGPTLVKPTQTLTLTCTFS", "VGWIRQPPGKALEWLAL", "RYSPSLKSRLTITKDTSKNQVVLTMTNMDPVDTATYYC", "WGQGTLVTVSS", "GFSLSTSGVG", "IYWDDDK", "AHRYYSNIDY", "QITLKESGPTLVKPTQTLTLTCTFSGFSLSTSGVGVGWIRQPPGKALEWLALIYWDDDKRYSPSLKSRLTITKDTSKNQVVLTMTNMDPVDTATYYCAHRYYSNIDYWGQGTLVTVSS", "QITLKESGPTLVKPTQTLTLTCTFSGFSLSTSGVGVGWIRQPPGKALEWLALIYWDDDKRYSPSLKSRLTITKDTSKNQVVLTMTNMDPVDTATYYCAHR", "YSN", "DYWGQGTLVTVSS", null, "[\"IGHJ4*02\"]", "1.0", "[398]", "[442]", "[1.16e-18]", "0.0", "F", "F", "Standard", "B_VDJ_58_1_1_VJ_97_1_1" ] ], "shape": { "columns": 124, "rows": 5767 } }, "text/html": [ "
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sequence_idsequencerev_compproductivev_calld_callj_callsequence_alignmentgermline_alignmentjunction...j_call_multimappersj_call_multiplicityj_call_sequence_start_multimappersj_call_sequence_end_multimappersj_call_support_multimappersmu_countextraambiguousrearrangement_statusclone_id
0sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG_contig_1TGGGGAGGAGTCAGTCCCAACCAGGACACGGCCTGGACATGAGGGT...FTIGKV1-33*01,IGKV1D-33*01NaNIGKJ4*01GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTGG...GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAG...TGTCAACAATATGACGAACTTCCCGTCACTTTC...[\"IGKJ4*01\"]1.0[385][412][3.56e-09]27.0FFStandardB_VJ_36_2_3
1sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_2ATCACATAACAACCACATTCCTCCTCTAAAGAAGCCCCTGGGAGCA...FTIGHV1-69*01,IGHV1-69D*01IGHD3-22*01IGHJ3*02CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG...CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG...TGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATG......[\"IGHJ3*02\"]1.0[445][494][4.58e-23]0.0FFStandardB_VDJ_42_3_1_VJ_59_2_1
2sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_1AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCG...FTIGKV1-8*01NaNIGKJ1*01GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG...GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG...TGTCAACAGTATTATAGTTACCCTCGGACGTTC...[\"IGKJ1*01\"]1.0[380][415][2.7e-15]0.0FFStandardB_VDJ_42_3_1_VJ_59_2_1
3sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_1ACTGTGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTC...FTIGLV5-45*02NaNIGLJ3*02CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG...CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG...TGTATGATTTGGCACAGCAGCGCTTGGGTGGTC...[\"IGLJ3*01\"]1.0[402][431][6.84e-12]8.0FFStandardB_VDJ_9_1_2_VJ_253_1_1
4sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_2GGGAGCATCACCCAGCAACCACATCTGTCCTCTAGAGAATCCCCTG...FTIGHV1-2*02NaNIGHJ3*02CAGGTGCAACTGGTGCAGTCTGGGGGT...GAGGTAAAGAAGCCTG...CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG...TGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGG...[\"IGHJ3*02\"]1.0[433][479][4.48e-18]22.0FFStandardB_VDJ_9_1_2_VJ_253_1_1
..................................................................
5762vdj_v1_hs_pbmc3_b_TTTCCTCTCGACAGCC_contig_1ATCATCCAACAACCACATCCCTTCTCTACAGAAGCCTCTGAGAGGA...FTIGHV1-46*01IGHD2-15*01IGHJ5*02CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG...CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG...TGTGCGAGAGAGGGATATTGTAGTGGTGGTAGCTGCTACTCCCCCG......[\"IGHJ5*02\"]1.0[461][506][7.83e-21]0.0FFStandardB_VDJ_33_5_1_VJ_41_1_1
5763vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_2ATCACATAACAACCACATTCCTCCTCTAAAGAAGCCCCTGGGAGCA...FTIGHV1-69*01,IGHV1-69D*01IGHD2-15*01IGHJ6*02CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG...CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG...TGTGCGAGATCTCTGGATATTGTAGTGGTGGTAGCACTCTACTACT......[\"IGHJ6*02\"]1.0[439][497][4.57e-28]0.0FFStandardB_VDJ_45_4_2_VJ_181_3_1
5764vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_1AGCTTCAGCTGTGGTAGAGAAGACAGGATTCAGGACAATCTCCAGC...FTIGLV1-47*01NaNIGLJ3*02CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG...CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG...TGTGCAGCATGGGATGACAGCCTGAGTGGTTGGGTGTTC...[\"IGLJ3*02\"]1.0[397][434][2.46e-16]0.0FFStandardB_VDJ_45_4_2_VJ_181_3_1
5765vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_2GGCTGGGGTCTCAGGAGGCAGCACTCTCGGGACGTCTCCACCATGG...FTIGLV2-11*01NaNIGLJ2*01,IGLJ3*01,IGLJ3*02CAGTCTGCCCTGACTCAGCCTCGCTCA...GTGTCCGGGTCTCCTG...CAGTCTGCCCTGACTCAGCCTCGCTCA...GTGTCCGGGTCTCCTG...TGCTGCTCATATGCAGGCAGCTACACTGTGTTTTTC...[\"IGLJ3*01\"]1.0[393][430][2.46e-11]4.0FFStandardB_VDJ_94_6_3_VJ_190_1_1
5766vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_1AGCTCTGAGAGAGGAGCCCAGCCCTGGGATTTTCAGGTGTTTTCAT...FTIGHV3-23*01,IGHV3-23D*01NaNIGHJ4*02GAGGTGCAGGTGTTGGAGTCTGGGGGA...GGCTTGGAACAGCCTG...GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG...TGTGCGGGGAGTCGGTGGTTATATTCTTTTGACTACTGG...[\"IGHJ4*02\"]1.0[449][491][1.65e-17]8.0FFStandardB_VDJ_94_6_3_VJ_190_1_1
\n", "

5767 rows × 124 columns

\n", "
" ], "text/plain": [ " sequence_id \\\n", "0 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG_contig_1 \n", "1 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_2 \n", "2 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_1 \n", "3 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_1 \n", "4 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_2 \n", "... ... \n", "5762 vdj_v1_hs_pbmc3_b_TTTCCTCTCGACAGCC_contig_1 \n", "5763 vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_2 \n", "5764 vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_1 \n", "5765 vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_2 \n", "5766 vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_1 \n", "\n", " sequence rev_comp productive \\\n", "0 TGGGGAGGAGTCAGTCCCAACCAGGACACGGCCTGGACATGAGGGT... F T \n", "1 ATCACATAACAACCACATTCCTCCTCTAAAGAAGCCCCTGGGAGCA... F T \n", "2 AGGAGTCAGACCCTGTCAGGACACAGCATAGACATGAGGGTCCCCG... F T \n", "3 ACTGTGGGGGTAAGAGGTTGTGTCCACCATGGCCTGGACTCCTCTC... F T \n", "4 GGGAGCATCACCCAGCAACCACATCTGTCCTCTAGAGAATCCCCTG... F T \n", "... ... ... ... \n", "5762 ATCATCCAACAACCACATCCCTTCTCTACAGAAGCCTCTGAGAGGA... F T \n", "5763 ATCACATAACAACCACATTCCTCCTCTAAAGAAGCCCCTGGGAGCA... F T \n", "5764 AGCTTCAGCTGTGGTAGAGAAGACAGGATTCAGGACAATCTCCAGC... F T \n", "5765 GGCTGGGGTCTCAGGAGGCAGCACTCTCGGGACGTCTCCACCATGG... F T \n", "5766 AGCTCTGAGAGAGGAGCCCAGCCCTGGGATTTTCAGGTGTTTTCAT... F T \n", "\n", " v_call d_call j_call \\\n", "0 IGKV1-33*01,IGKV1D-33*01 NaN IGKJ4*01 \n", "1 IGHV1-69*01,IGHV1-69D*01 IGHD3-22*01 IGHJ3*02 \n", "2 IGKV1-8*01 NaN IGKJ1*01 \n", "3 IGLV5-45*02 NaN IGLJ3*02 \n", "4 IGHV1-2*02 NaN IGHJ3*02 \n", "... ... ... ... \n", "5762 IGHV1-46*01 IGHD2-15*01 IGHJ5*02 \n", "5763 IGHV1-69*01,IGHV1-69D*01 IGHD2-15*01 IGHJ6*02 \n", "5764 IGLV1-47*01 NaN IGLJ3*02 \n", "5765 IGLV2-11*01 NaN IGLJ2*01,IGLJ3*01,IGLJ3*02 \n", "5766 IGHV3-23*01,IGHV3-23D*01 NaN IGHJ4*02 \n", "\n", " sequence_alignment \\\n", "0 GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTGG... \n", "1 CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG... \n", "2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", "3 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG... \n", "4 CAGGTGCAACTGGTGCAGTCTGGGGGT...GAGGTAAAGAAGCCTG... \n", "... ... \n", "5762 CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG... \n", "5763 CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG... \n", "5764 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... \n", "5765 CAGTCTGCCCTGACTCAGCCTCGCTCA...GTGTCCGGGTCTCCTG... \n", "5766 GAGGTGCAGGTGTTGGAGTCTGGGGGA...GGCTTGGAACAGCCTG... \n", "\n", " germline_alignment \\\n", "0 GACATCCAGATGACCCAGTCTCCATCCTCCCTGTCTGCATCTGTAG... \n", "1 CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG... \n", "2 GCCATCCGGATGACCCAGTCTCCATCCTCATTCTCTGCATCTACAG... \n", "3 CAGGCTGTGCTGACTCAGCCGTCTTCC...CTCTCTGCATCTCCTG... \n", "4 CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG... \n", "... ... \n", "5762 CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG... \n", "5763 CAGGTGCAGCTGGTGCAGTCTGGGGCT...GAGGTGAAGAAGCCTG... \n", "5764 CAGTCTGTGCTGACTCAGCCACCCTCA...GCGTCTGGGACCCCCG... \n", "5765 CAGTCTGCCCTGACTCAGCCTCGCTCA...GTGTCCGGGTCTCCTG... \n", "5766 GAGGTGCAGCTGTTGGAGTCTGGGGGA...GGCTTGGTACAGCCTG... \n", "\n", " junction ... \\\n", "0 TGTCAACAATATGACGAACTTCCCGTCACTTTC ... \n", "1 TGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATG... ... \n", "2 TGTCAACAGTATTATAGTTACCCTCGGACGTTC ... \n", "3 TGTATGATTTGGCACAGCAGCGCTTGGGTGGTC ... \n", "4 TGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGG ... \n", "... ... ... \n", "5762 TGTGCGAGAGAGGGATATTGTAGTGGTGGTAGCTGCTACTCCCCCG... ... \n", "5763 TGTGCGAGATCTCTGGATATTGTAGTGGTGGTAGCACTCTACTACT... ... \n", "5764 TGTGCAGCATGGGATGACAGCCTGAGTGGTTGGGTGTTC ... \n", "5765 TGCTGCTCATATGCAGGCAGCTACACTGTGTTTTTC ... \n", "5766 TGTGCGGGGAGTCGGTGGTTATATTCTTTTGACTACTGG ... \n", "\n", " j_call_multimappers j_call_multiplicity \\\n", "0 [\"IGKJ4*01\"] 1.0 \n", "1 [\"IGHJ3*02\"] 1.0 \n", "2 [\"IGKJ1*01\"] 1.0 \n", "3 [\"IGLJ3*01\"] 1.0 \n", "4 [\"IGHJ3*02\"] 1.0 \n", "... ... ... \n", "5762 [\"IGHJ5*02\"] 1.0 \n", "5763 [\"IGHJ6*02\"] 1.0 \n", "5764 [\"IGLJ3*02\"] 1.0 \n", "5765 [\"IGLJ3*01\"] 1.0 \n", "5766 [\"IGHJ4*02\"] 1.0 \n", "\n", " j_call_sequence_start_multimappers j_call_sequence_end_multimappers \\\n", "0 [385] [412] \n", "1 [445] [494] \n", "2 [380] [415] \n", "3 [402] [431] \n", "4 [433] [479] \n", "... ... ... \n", "5762 [461] [506] \n", "5763 [439] [497] \n", "5764 [397] [434] \n", "5765 [393] [430] \n", "5766 [449] [491] \n", "\n", " j_call_support_multimappers mu_count extra ambiguous \\\n", "0 [3.56e-09] 27.0 F F \n", "1 [4.58e-23] 0.0 F F \n", "2 [2.7e-15] 0.0 F F \n", "3 [6.84e-12] 8.0 F F \n", "4 [4.48e-18] 22.0 F F \n", "... ... ... ... ... \n", "5762 [7.83e-21] 0.0 F F \n", "5763 [4.57e-28] 0.0 F F \n", "5764 [2.46e-16] 0.0 F F \n", "5765 [2.46e-11] 4.0 F F \n", "5766 [1.65e-17] 8.0 F F \n", "\n", " rearrangement_status clone_id \n", "0 Standard B_VJ_36_2_3 \n", "1 Standard B_VDJ_42_3_1_VJ_59_2_1 \n", "2 Standard B_VDJ_42_3_1_VJ_59_2_1 \n", "3 Standard B_VDJ_9_1_2_VJ_253_1_1 \n", "4 Standard B_VDJ_9_1_2_VJ_253_1_1 \n", "... ... ... \n", "5762 Standard B_VDJ_33_5_1_VJ_41_1_1 \n", "5763 Standard B_VDJ_45_4_2_VJ_181_3_1 \n", "5764 Standard B_VDJ_45_4_2_VJ_181_3_1 \n", "5765 Standard B_VDJ_94_6_3_VJ_190_1_1 \n", "5766 Standard B_VDJ_94_6_3_VJ_190_1_1 \n", "\n", "[5767 rows x 124 columns]" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "vdj2.write_airr(\"test.airr.tsv\")\n", "df = pd.read_csv(\"test.airr.tsv\", sep=\"\\t\")\n", "df" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/uqztuong/Documents/GitHub/dandelion/src/dandelion/polars/core/_core.py:3496: PerformanceWarning: Determining the column names of a LazyFrame requires resolving its schema, which is a potentially expensive operation. Use `LazyFrame.collect_schema().names()` to get the column names without this warning.\n", "/Users/uqztuong/Documents/GitHub/dandelion/src/dandelion/polars/core/_core.py:3500: PerformanceWarning: Determining the column names of a LazyFrame requires resolving its schema, which is a potentially expensive operation. Use `LazyFrame.collect_schema().names()` to get the column names without this warning.\n", "/Users/uqztuong/Documents/GitHub/dandelion/src/dandelion/polars/core/_core.py:3511: PerformanceWarning: Determining the column names of a LazyFrame requires resolving its schema, which is a potentially expensive operation. Use `LazyFrame.collect_schema().names()` to get the column names without this warning.\n" ] }, { "data": { "application/vnd.microsoft.datawrangler.viewer.v0+json": { "columns": [ { "name": "index", "rawType": "int64", "type": "integer" }, { "name": "barcode", "rawType": "object", "type": "string" }, { "name": "contig_id", "rawType": "object", "type": "string" }, { "name": "length", "rawType": "int64", "type": "integer" }, { "name": "chain", "rawType": "object", "type": "string" }, { "name": "v_gene", "rawType": "object", "type": "string" }, { "name": "d_gene", "rawType": "object", "type": "unknown" }, { "name": "j_gene", "rawType": "object", "type": "string" }, { "name": "c_gene", "rawType": "object", "type": "unknown" }, { "name": "full_length", "rawType": "float64", "type": "float" }, { "name": "productive", "rawType": "bool", "type": "boolean" }, { "name": "cdr3", "rawType": "object", "type": "string" }, { "name": "cdr3_nt", "rawType": "object", "type": "string" }, { "name": "reads", "rawType": "int64", "type": "integer" }, { "name": "umis", "rawType": "int64", "type": "integer" }, { "name": "raw_clonotype_id", "rawType": "object", "type": "unknown" }, { "name": "raw_consensus_id", "rawType": "object", "type": "unknown" } ], "ref": "85c770bf-9422-4a92-a191-408bc417411d", "rows": [ [ "0", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG_contig_1", "556", "IGK", "IGKV1-33*01,IGKV1D-33*01", null, "IGKJ4*01", "IGKC", null, "True", "CQQYDELPVTF", "TGTCAACAATATGACGAACTTCCCGTCACTTTC", "9139", "68", "B_VJ_36_2_3", "B_VJ_36_2_3" ], [ "1", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_2", "565", "IGH", "IGHV1-69*01,IGHV1-69D*01", "IGHD3-22*01", "IGHJ3*02", "IGHM", null, "True", "CATTYYYDSSGYYQNDAFDIW", "TGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATGATGCTTTTGATATCTGG", "4161", "51", "B_VDJ_42_3_1_VJ_59_2_1", "B_VDJ_42_3_1_VJ_59_2_1" ], [ "2", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_1", "551", "IGK", "IGKV1-8*01", null, "IGKJ1*01", "IGKC", null, "True", "CQQYYSYPRTF", "TGTCAACAGTATTATAGTTACCCTCGGACGTTC", "5679", "43", "B_VDJ_42_3_1_VJ_59_2_1", "B_VDJ_42_3_1_VJ_59_2_1" ], [ "3", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_1", "642", "IGL", "IGLV5-45*02", null, "IGLJ3*02", "IGLC3", null, "True", "CMIWHSSAWVV", "TGTATGATTTGGCACAGCAGCGCTTGGGTGGTC", "13160", "90", "B_VDJ_9_1_2_VJ_253_1_1", "B_VDJ_9_1_2_VJ_253_1_1" ], [ "4", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_2", "550", "IGH", "IGHV1-2*02", null, "IGHJ3*02", "IGHM", null, "True", "CAREIEGDGVFEIW", "TGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGG", "5080", "47", "B_VDJ_9_1_2_VJ_253_1_1", "B_VDJ_9_1_2_VJ_253_1_1" ], [ "5", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC_contig_2", "557", "IGH", "IGHV5-51*03", null, "IGHJ3*02", "IGHM", null, "True", "CARHIRGNRFGNDAFDIW", "TGTGCGAGACATATCCGTGGGAACAGATTTGGCAATGATGCTTTTGATATCTGG", "8292", "80", "B_VDJ_246_4_2_VJ_82_1_1", "B_VDJ_246_4_2_VJ_82_1_1" ], [ "6", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC", "sc5p_v2_hs_PBMC_10k_b_AAACCTGTCTTGAGAC_contig_1", "551", "IGK", "IGKV1D-8*01", null, "IGKJ2*01", "IGKC", null, "True", "CQQYYSFPYTF", "TGTCAACAGTATTATAGTTTCCCGTACACTTTT", "2813", "22", "B_VDJ_246_4_2_VJ_82_1_1", "B_VDJ_246_4_2_VJ_82_1_1" ], [ "7", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA_contig_1", "534", "IGH", "IGHV4-4*07", "IGHD6-13*01", "IGHJ3*02", "IGHM", null, "True", "CARVGYRAAAGTDAFDIW", "TGTGCGAGAGTAGGCTATAGAGCAGCAGCTGGTACTGATGCTTTTGATATCTGG", "1235", "18", "B_VDJ_217_2_1_VJ_222_2_1", "B_VDJ_217_2_1_VJ_222_2_1" ], [ "8", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA_contig_2", "633", "IGL", "IGLV3-19*01", null, "IGLJ2*01,IGLJ3*01", "IGLC", null, "True", "CNSRDSSGNHVVF", "TGTAACTCCCGGGACAGCAGTGGTAACCATGTGGTATTC", "1344", "14", "B_VDJ_217_2_1_VJ_222_2_1", "B_VDJ_217_2_1_VJ_222_2_1" ], [ "9", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA", "sc5p_v2_hs_PBMC_10k_b_AAACGGGAGCGACGTA_contig_3", "631", "IGL", "IGLV7-46*01", null, "IGLJ3*02", "IGLC", null, "False", "CLLSYSGARGV", "TGCTTGCTCTCCTATAGTGGTGCTAGGGGTGTTC", "739", "8", null, null ], [ "10", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG_contig_2", "537", "IGH", "IGHV4-39*01", "IGHD3-22*01", "IGHJ3*02", "IGHM", null, "True", "CARRLITMIEGGAFDIW", "TGTGCGAGACGCCTCATTACTATGATAGAGGGAGGTGCTTTTGATATCTGG", "2785", "26", "B_VDJ_206_2_4_VJ_226_4_1", "B_VDJ_206_2_4_VJ_226_4_1" ], [ "11", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG_contig_1", "633", "IGL", "IGLV3-21*04", null, "IGLJ2*01,IGLJ3*01", "IGLC", null, "True", "CQVWDSSSDHVVF", "TGTCAGGTGTGGGATAGTAGTAGTGATCATGTGGTATTC", "1958", "18", "B_VDJ_206_2_4_VJ_226_4_1", "B_VDJ_206_2_4_VJ_226_4_1" ], [ "12", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG", "sc5p_v2_hs_PBMC_10k_b_AAACGGGCACTGTTAG_contig_3", "624", "IGH", "IGHV3-7*01", "IGHD3-22*01", "IGHJ3*02", "IGHD", null, "False", "CARTRALNYYDSSGYYCRCF*YL", "TGTGCGAGAACTCGAGCCCTAAATTACTATGATAGTAGTGGTTATTACTGCCGGTGCTTTTGATATCTGG", "695", "9", null, null ], [ "13", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT_contig_2", "568", "IGK", "IGKV2-28*01,IGKV2D-28*01", null, "IGKJ2*01", "IGKC", null, "True", "CMQALQTPYTF", "TGCATGCAAGCTCTACAAACTCCGTACACTTTT", "7502", "59", "B_VDJ_106_9_2_VJ_91_2_1", "B_VDJ_106_9_2_VJ_91_2_1" ], [ "14", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT", "sc5p_v2_hs_PBMC_10k_b_AAAGATGAGGATGCGT_contig_1", "578", "IGH", "IGHV3-30*02,IGHV3-30-5*02", null, "IGHJ4*02", "IGHM", null, "True", "CAKVMIEHPSNRGHFDYW", "TGTGCGAAAGTCATGATAGAACACCCATCGAACAGGGGCCACTTTGACTACTGG", "3110", "30", "B_VDJ_106_9_2_VJ_91_2_1", "B_VDJ_106_9_2_VJ_91_2_1" ], [ "15", "sc5p_v2_hs_PBMC_10k_b_AAAGATGGTCGAATCT", 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"TGTGCACACAGATACTACAGTAACATTGACTACTGG", "5055", "39", "B_VDJ_58_1_1_VJ_97_1_1", "B_VDJ_58_1_1_VJ_97_1_1" ] ], "shape": { "columns": 16, "rows": 5767 } }, "text/html": [ "
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barcodecontig_idlengthchainv_gened_genej_genec_genefull_lengthproductivecdr3cdr3_ntreadsumisraw_clonotype_idraw_consensus_id
0sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGGsc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG_contig_1556IGKIGKV1-33*01,IGKV1D-33*01NaNIGKJ4*01IGKCNaNTrueCQQYDELPVTFTGTCAACAATATGACGAACTTCCCGTCACTTTC913968B_VJ_36_2_3B_VJ_36_2_3
1sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTCsc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_2565IGHIGHV1-69*01,IGHV1-69D*01IGHD3-22*01IGHJ3*02IGHMNaNTrueCATTYYYDSSGYYQNDAFDIWTGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATG...416151B_VDJ_42_3_1_VJ_59_2_1B_VDJ_42_3_1_VJ_59_2_1
2sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTCsc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_1551IGKIGKV1-8*01NaNIGKJ1*01IGKCNaNTrueCQQYYSYPRTFTGTCAACAGTATTATAGTTACCCTCGGACGTTC567943B_VDJ_42_3_1_VJ_59_2_1B_VDJ_42_3_1_VJ_59_2_1
3sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACGsc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_1642IGLIGLV5-45*02NaNIGLJ3*02IGLC3NaNTrueCMIWHSSAWVVTGTATGATTTGGCACAGCAGCGCTTGGGTGGTC1316090B_VDJ_9_1_2_VJ_253_1_1B_VDJ_9_1_2_VJ_253_1_1
4sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACGsc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_2550IGHIGHV1-2*02NaNIGHJ3*02IGHMNaNTrueCAREIEGDGVFEIWTGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGG508047B_VDJ_9_1_2_VJ_253_1_1B_VDJ_9_1_2_VJ_253_1_1
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5762vdj_v1_hs_pbmc3_b_TTTCCTCTCGACAGCCvdj_v1_hs_pbmc3_b_TTTCCTCTCGACAGCC_contig_1577IGHIGHV1-46*01IGHD2-15*01IGHJ5*02IGHMNaNTrueCAREGYCSGGSCYSPDPNNGWFDPWTGTGCGAGAGAGGGATATTGTAGTGGTGGTAGCTGCTACTCCCCCG...296028B_VDJ_33_5_1_VJ_41_1_1B_VDJ_33_5_1_VJ_41_1_1
5763vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATGvdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_2568IGHIGHV1-69*01,IGHV1-69D*01IGHD2-15*01IGHJ6*02IGHMNaNTrueCARSLDIVVVVALYYYYGMDVWTGTGCGAGATCTCTGGATATTGTAGTGGTGGTAGCACTCTACTACT...246432B_VDJ_45_4_2_VJ_181_3_1B_VDJ_45_4_2_VJ_181_3_1
5764vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATGvdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_1645IGLIGLV1-47*01NaNIGLJ3*02IGLC3NaNTrueCAAWDDSLSGWVFTGTGCAGCATGGGATGACAGCCTGAGTGGTTGGGTGTTC245728B_VDJ_45_4_2_VJ_181_3_1B_VDJ_45_4_2_VJ_181_3_1
5765vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATGvdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_2641IGLIGLV2-11*01NaNIGLJ2*01,IGLJ3*01,IGLJ3*02IGLCNaNTrueCCSYAGSYTVFFTGCTGCTCATATGCAGGCAGCTACACTGTGTTTTTC274436B_VDJ_94_6_3_VJ_190_1_1B_VDJ_94_6_3_VJ_190_1_1
5766vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATGvdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_1562IGHIGHV3-23*01,IGHV3-23D*01NaNIGHJ4*02IGHMNaNTrueCAGSRWLYSFDYWTGTGCGGGGAGTCGGTGGTTATATTCTTTTGACTACTGG191522B_VDJ_94_6_3_VJ_190_1_1B_VDJ_94_6_3_VJ_190_1_1
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5767 rows × 16 columns

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" ], "text/plain": [ " barcode \\\n", "0 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG \n", "1 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC \n", "2 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC \n", "3 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG \n", "4 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG \n", "... ... \n", "5762 vdj_v1_hs_pbmc3_b_TTTCCTCTCGACAGCC \n", "5763 vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG \n", "5764 vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG \n", "5765 vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG \n", "5766 vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG \n", "\n", " contig_id length chain \\\n", "0 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCATATCGG_contig_1 556 IGK \n", "1 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_2 565 IGH \n", "2 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCCGTTGTC_contig_1 551 IGK \n", "3 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_1 642 IGL \n", "4 sc5p_v2_hs_PBMC_10k_b_AAACCTGTCGAGAACG_contig_2 550 IGH \n", "... ... ... ... \n", "5762 vdj_v1_hs_pbmc3_b_TTTCCTCTCGACAGCC_contig_1 577 IGH \n", "5763 vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_2 568 IGH \n", "5764 vdj_v1_hs_pbmc3_b_TTTGCGCCATACCATG_contig_1 645 IGL \n", "5765 vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_2 641 IGL \n", "5766 vdj_v1_hs_pbmc3_b_TTTGGTTGTAGGCATG_contig_1 562 IGH \n", "\n", " v_gene d_gene j_gene \\\n", "0 IGKV1-33*01,IGKV1D-33*01 NaN IGKJ4*01 \n", "1 IGHV1-69*01,IGHV1-69D*01 IGHD3-22*01 IGHJ3*02 \n", "2 IGKV1-8*01 NaN IGKJ1*01 \n", "3 IGLV5-45*02 NaN IGLJ3*02 \n", "4 IGHV1-2*02 NaN IGHJ3*02 \n", "... ... ... ... \n", "5762 IGHV1-46*01 IGHD2-15*01 IGHJ5*02 \n", "5763 IGHV1-69*01,IGHV1-69D*01 IGHD2-15*01 IGHJ6*02 \n", "5764 IGLV1-47*01 NaN IGLJ3*02 \n", "5765 IGLV2-11*01 NaN IGLJ2*01,IGLJ3*01,IGLJ3*02 \n", "5766 IGHV3-23*01,IGHV3-23D*01 NaN IGHJ4*02 \n", "\n", " c_gene full_length productive cdr3 \\\n", "0 IGKC NaN True CQQYDELPVTF \n", "1 IGHM NaN True CATTYYYDSSGYYQNDAFDIW \n", "2 IGKC NaN True CQQYYSYPRTF \n", "3 IGLC3 NaN True CMIWHSSAWVV \n", "4 IGHM NaN True CAREIEGDGVFEIW \n", "... ... ... ... ... \n", "5762 IGHM NaN True CAREGYCSGGSCYSPDPNNGWFDPW \n", "5763 IGHM NaN True CARSLDIVVVVALYYYYGMDVW \n", "5764 IGLC3 NaN True CAAWDDSLSGWVF \n", "5765 IGLC NaN True CCSYAGSYTVFF \n", "5766 IGHM NaN True CAGSRWLYSFDYW \n", "\n", " cdr3_nt reads umis \\\n", "0 TGTCAACAATATGACGAACTTCCCGTCACTTTC 9139 68 \n", "1 TGTGCGACTACGTATTACTATGATAGTAGTGGTTATTACCAGAATG... 4161 51 \n", "2 TGTCAACAGTATTATAGTTACCCTCGGACGTTC 5679 43 \n", "3 TGTATGATTTGGCACAGCAGCGCTTGGGTGGTC 13160 90 \n", "4 TGTGCGAGAGAGATAGAGGGGGACGGTGTTTTTGAAATCTGG 5080 47 \n", "... ... ... ... \n", "5762 TGTGCGAGAGAGGGATATTGTAGTGGTGGTAGCTGCTACTCCCCCG... 2960 28 \n", "5763 TGTGCGAGATCTCTGGATATTGTAGTGGTGGTAGCACTCTACTACT... 2464 32 \n", "5764 TGTGCAGCATGGGATGACAGCCTGAGTGGTTGGGTGTTC 2457 28 \n", "5765 TGCTGCTCATATGCAGGCAGCTACACTGTGTTTTTC 2744 36 \n", "5766 TGTGCGGGGAGTCGGTGGTTATATTCTTTTGACTACTGG 1915 22 \n", "\n", " raw_clonotype_id raw_consensus_id \n", "0 B_VJ_36_2_3 B_VJ_36_2_3 \n", "1 B_VDJ_42_3_1_VJ_59_2_1 B_VDJ_42_3_1_VJ_59_2_1 \n", "2 B_VDJ_42_3_1_VJ_59_2_1 B_VDJ_42_3_1_VJ_59_2_1 \n", "3 B_VDJ_9_1_2_VJ_253_1_1 B_VDJ_9_1_2_VJ_253_1_1 \n", "4 B_VDJ_9_1_2_VJ_253_1_1 B_VDJ_9_1_2_VJ_253_1_1 \n", "... ... ... \n", "5762 B_VDJ_33_5_1_VJ_41_1_1 B_VDJ_33_5_1_VJ_41_1_1 \n", "5763 B_VDJ_45_4_2_VJ_181_3_1 B_VDJ_45_4_2_VJ_181_3_1 \n", "5764 B_VDJ_45_4_2_VJ_181_3_1 B_VDJ_45_4_2_VJ_181_3_1 \n", "5765 B_VDJ_94_6_3_VJ_190_1_1 B_VDJ_94_6_3_VJ_190_1_1 \n", "5766 B_VDJ_94_6_3_VJ_190_1_1 B_VDJ_94_6_3_VJ_190_1_1 \n", "\n", "[5767 rows x 16 columns]" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vdj2.write_10x(\n", " folder=\"10x_test\",\n", " filename_prefix=\"all\",\n", ") # this writes both the contig_annotations.csv and contig.fasta\n", "df = pd.read_csv(\"10x_test/all_contig_annotations.csv\")\n", "df" ] } ], "metadata": { "kernelspec": { "display_name": "dandelion", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 4 }